diff --git a/benchmarks/fev_bench/models.yaml b/benchmarks/fev_bench/models.yaml
index 3a5741f..7bf2ec1 100644
--- a/benchmarks/fev_bench/models.yaml
+++ b/benchmarks/fev_bench/models.yaml
@@ -268,3 +268,11 @@ stat_ensemble:
   model_type: statistical
   zero_shot: false
   commercial_use: true
+
+TimeRSI:
+  display_name: TimeRSI-1.0
+  organization: "GaTech & SamayLabs"
+  url: https://github.com/haoxin1998/TimeRSI4FevBench
+  model_type: closed-api
+  zero_shot: false
+  commercial_use: false
diff --git a/benchmarks/fev_bench/results/TimeRSI.csv b/benchmarks/fev_bench/results/TimeRSI.csv
new file mode 100644
index 0000000..7be864a
--- /dev/null
+++ b/benchmarks/fev_bench/results/TimeRSI.csv
@@ -0,0 +1,101 @@
+task_name,model_name,model_class,dataset_path,dataset_config,horizon,num_windows,initial_cutoff,window_step_size,min_context_length,max_context_length,seasonality,eval_metric,extra_metrics,quantile_levels,id_column,timestamp_column,target,generate_univariate_targets_from,known_dynamic_columns,past_dynamic_columns,static_columns,model_kwargs,test_error,SQL,MASE,WAPE,WQL,num_forecasts,fev_version,training_time_s,inference_time_s,trained_on_this_dataset,dataset_fingerprint
+proenfo_gfc17,TimeRSI,timersi,autogluon/fev_datasets,proenfo_gfc17,168,20,-3360,168,1,,24,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,['airtemperature'],[],[],{},0.3653806669537396,0.3653806669537396,0.4611280580023625,0.0294753101846531,0.0233157722492365,160,0.11.0.dev0,10349.692778201774,7458.501813832205,False,eba07ba0bb45e5dc
+entsoe_15T,TimeRSI,timersi,autogluon/fev_datasets,entsoe_15T,96,20,-1920,96,1,,96,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,"['radiation_diffuse_horizontal', 'radiation_direct_horizontal', 'temperature']",[],[],{},0.3749851689896301,0.3749851689896301,0.452563176864888,0.0280268727939009,0.0243509316320421,120,0.11.0.dev0,17828.345574969426,10458.76901083719,False,762c7ee326587aa2
+entsoe_30T,TimeRSI,timersi,autogluon/fev_datasets,entsoe_30T,96,20,-1920,96,1,,48,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,"['radiation_diffuse_horizontal', 'radiation_direct_horizontal', 'temperature']",[],[],{},0.3742845169109124,0.3742845169109124,0.4688106071415444,0.0288313966541409,0.0233956244399234,120,0.11.0.dev0,16985.23303341912,8053.729984976351,False,0416fc7d5fcf96e2
+epf_pjm,TimeRSI,timersi,autogluon/fev_datasets,epf_pjm,24,20,-480,24,1,,24,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,"['System load forecast', 'Zonal COMED load foecast']",[],[],{},0.4008547714491822,0.4008547714491822,0.5038285970753501,0.0860878552314737,0.0689112438565911,20,0.11.0.dev0,25184.96853410033,7899.879435406532,False,6752d1881d4327d6
+proenfo_gfc14,TimeRSI,timersi,autogluon/fev_datasets,proenfo_gfc14,168,20,-3360,168,1,,24,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,['airtemperature'],[],[],{},0.2513134943916088,0.2513134943916088,0.3205648538180181,0.0157103480428282,0.0123152563561387,20,0.11.0.dev0,13066.626841890626,5002.812943845056,False,a2f90b2f1ba52e38
+entsoe_1H,TimeRSI,timersi,autogluon/fev_datasets,entsoe_1H,168,20,-3360,168,1,,24,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,"['radiation_diffuse_horizontal', 'radiation_direct_horizontal', 'temperature']",[],[],{},0.2826418789618525,0.2826418789618525,0.3561934508513943,0.0197930397705302,0.0156309046929415,120,0.11.0.dev0,15000.787422504276,8318.321140195709,False,aff93292e497726b
+solar_with_weather_1H,TimeRSI,timersi,autogluon/fev_datasets,solar_with_weather_1H,24,20,-480,24,1,,24,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,"['day_length', 'humidity', 'pressure', 'rain_1h', 'snow_1h', 'temp', 'wind_speed']","['clouds_all', 'global_horizontal_irradiance']",[],{},0.6182571828769474,0.6182571828769474,0.7701800490664795,0.9219436604131872,0.7916024674791099,20,0.11.0.dev0,26961.189657305367,7785.469127458986,False,4a140710760f779a
+boomlet_1676,TimeRSI,timersi,autogluon/fev_datasets,boomlet_1676,96,20,-1920,96,1,,48,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,"['target_0', 'target_1', 'target_10', 'target_11', 'target_12', 'target_13', 'target_14', 'target_15', 'target_16', 'target_17', 'target_18', 'target_19', 'target_2', 'target_20', 'target_21', 'target_22', 'target_23', 'target_24', 'target_25', 'target_26', 'target_27', 'target_28', 'target_29', 'target_3', 'target_30', 'target_31', 'target_32', 'target_33', 'target_34', 'target_35', 'target_36', 'target_37', 'target_38', 'target_39', 'target_4', 'target_40', 'target_41', 'target_42', 'target_43', 'target_44', 'target_45', 'target_46', 'target_47', 'target_48', 'target_49', 'target_5', 'target_50', 'target_51', 'target_52', 'target_53', 'target_54', 'target_55', 'target_56', 'target_57', 'target_58', 'target_59', 'target_6', 'target_60', 'target_61', 'target_62', 'target_63', 'target_64', 'target_65', 'target_66', 'target_67', 'target_68', 'target_69', 'target_7', 'target_70', 'target_71', 'target_72', 'target_73', 'target_74', 'target_75', 'target_76', 'target_77', 'target_78', 'target_79', 'target_8', 'target_80', 'target_81', 'target_82', 'target_83', 'target_84', 'target_85', 'target_86', 'target_87', 'target_88', 'target_89', 'target_9', 'target_90', 'target_91', 'target_92', 'target_93', 'target_94', 'target_95', 'target_96', 'target_97', 'target_98', 'target_99']",,[],[],[],{},0.5570645886477626,0.5570645886477626,0.6920910382343285,0.3153940974095118,0.2488339721512037,2000,0.11.0.dev0,9288.60686827358,8604.898951517884,False,027ec0ef1e78a6f2
+epf_de,TimeRSI,timersi,autogluon/fev_datasets,epf_de,24,20,-480,24,1,,24,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,"['Ampirion Load Forecast', 'PV+Wind Forecast']",[],[],{},0.4459986652350773,0.4459986652350773,0.5574637645015896,0.3238490600336845,0.2603749570459886,20,0.11.0.dev0,35898.459230768494,7551.481973665301,False,ad020fd54ab7078f
+solar_with_weather_15T,TimeRSI,timersi,autogluon/fev_datasets,solar_with_weather_15T,96,20,-1920,96,1,,96,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,"['day_length', 'humidity', 'pressure', 'rain_1h', 'snow_1h', 'temp', 'wind_speed']","['clouds_all', 'global_horizontal_irradiance']",[],{},0.6104228925585998,0.6104228925585998,0.7647672915225469,0.9779351666948636,0.8104377444426717,20,0.11.0.dev0,27329.351246700626,12442.113280054647,False,52351e76b7090ab1
+boomlet_1631,TimeRSI,timersi,autogluon/fev_datasets,boomlet_1631,96,20,-1920,96,1,,48,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,"['target_0', 'target_1', 'target_10', 'target_11', 'target_12', 'target_13', 'target_14', 'target_15', 'target_16', 'target_17', 'target_18', 'target_19', 'target_2', 'target_20', 'target_21', 'target_22', 'target_23', 'target_24', 'target_25', 'target_26', 'target_27', 'target_28', 'target_29', 'target_3', 'target_30', 'target_31', 'target_32', 'target_33', 'target_34', 'target_35', 'target_36', 'target_37', 'target_38', 'target_39', 'target_4', 'target_5', 'target_6', 'target_7', 'target_8', 'target_9']",,[],[],[],{},0.5735801164138766,0.5735801164138766,0.7178967846449231,0.3130000240068581,0.2492819556413901,800,0.11.0.dev0,8670.736798814498,7687.695004184265,False,d69b69e987e32a2b
+boomlet_619,TimeRSI,timersi,autogluon/fev_datasets,boomlet_619,60,20,-1200,60,1,,1440,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,"['target_0', 'target_1', 'target_10', 'target_11', 'target_12', 'target_13', 'target_14', 'target_15', 'target_16', 'target_17', 'target_18', 'target_19', 'target_2', 'target_20', 'target_21', 'target_22', 'target_23', 'target_24', 'target_25', 'target_26', 'target_27', 'target_28', 'target_29', 'target_3', 'target_30', 'target_31', 'target_32', 'target_33', 'target_34', 'target_35', 'target_36', 'target_37', 'target_38', 'target_39', 'target_4', 'target_40', 'target_41', 'target_42', 'target_43', 'target_44', 'target_45', 'target_46', 'target_47', 'target_48', 'target_49', 'target_5', 'target_50', 'target_51', 'target_6', 'target_7', 'target_8', 'target_9']",,[],[],[],{},0.2957944332801039,0.2957944332801039,0.3871392821638152,0.2645788459061658,0.2036831263410287,1040,0.11.0.dev0,22795.06433060346,7936.979316173121,False,a20d9d612ea2e091
+boomlet_285,TimeRSI,timersi,autogluon/fev_datasets,boomlet_285,60,20,-1200,60,1,,1440,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,"['target_0', 'target_1', 'target_10', 'target_11', 'target_12', 'target_13', 'target_14', 'target_15', 'target_16', 'target_17', 'target_18', 'target_19', 'target_2', 'target_20', 'target_21', 'target_22', 'target_23', 'target_24', 'target_25', 'target_26', 'target_27', 'target_28', 'target_29', 'target_3', 'target_30', 'target_31', 'target_32', 'target_33', 'target_34', 'target_35', 'target_36', 'target_37', 'target_38', 'target_39', 'target_4', 'target_40', 'target_41', 'target_42', 'target_43', 'target_44', 'target_45', 'target_46', 'target_47', 'target_48', 'target_49', 'target_5', 'target_50', 'target_51', 'target_52', 'target_53', 'target_54', 'target_55', 'target_56', 'target_57', 'target_58', 'target_59', 'target_6', 'target_60', 'target_61', 'target_62', 'target_63', 'target_64', 'target_65', 'target_66', 'target_67', 'target_68', 'target_69', 'target_7', 'target_70', 'target_71', 'target_72', 'target_73', 'target_74', 'target_8', 'target_9']",,[],[],[],{},0.2693339141835897,0.2693339141835897,0.3457440256477583,0.1605383709779297,0.1305302141347199,1500,0.11.0.dev0,22443.91494864225,9166.685342356564,False,b08e8ba2a228e2e5
+hermes,TimeRSI,timersi,autogluon/fev_datasets,hermes,52,1,-52,52,1,,1,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,['external'],[],"['category', 'country']",{},0.591807889402491,0.591807889402491,0.7516530684448022,0.0027911461269407,0.0021955984793918,10000,0.11.0.dev0,1094.9891538773663,652.7557618264109,False,107b852d349c8182
+favorita_stores_1M,TimeRSI,timersi,autogluon/fev_datasets,favorita_stores_1M,12,2,-24,12,1,,12,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,sales,,['onpromotion'],['oil_price'],"['city', 'cluster', 'family', 'state', 'store_nbr', 'type']",{},1.80046995925452,1.80046995925452,2.067350976446484,0.1318138784075102,0.1117382045965501,3158,0.11.0.dev0,897.3854548386298,782.757287081331,False,84fb97f68dbadc4d
+solar_1D,TimeRSI,timersi,autogluon/fev_datasets,solar_1D,28,10,-280,28,1,,1,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,[],[],[],{},0.6084649152915126,0.6084649152915126,0.7953324967616905,0.248798294331368,0.1900308453943497,1370,0.11.0.dev0,3785.0510735670105,3339.364905240014,False,61a16072f577b902
+epf_np,TimeRSI,timersi,autogluon/fev_datasets,epf_np,24,20,-480,24,1,,24,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,"['Grid load forecast', 'Wind power forecast']",[],[],{},0.7726700774497268,0.7726700774497268,0.9897848057760864,0.0448235436878101,0.0349221113954239,20,0.11.0.dev0,13162.304167728871,5774.958191876765,False,0a17a2edca8b0670
+boomlet_1209,TimeRSI,timersi,autogluon/fev_datasets,boomlet_1209,288,20,-5760,288,1,,288,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,"['target_0', 'target_1', 'target_10', 'target_11', 'target_12', 'target_13', 'target_14', 'target_15', 'target_16', 'target_17', 'target_18', 'target_19', 'target_2', 'target_20', 'target_21', 'target_22', 'target_23', 'target_24', 'target_25', 'target_26', 'target_27', 'target_28', 'target_29', 'target_3', 'target_30', 'target_31', 'target_32', 'target_33', 'target_34', 'target_35', 'target_36', 'target_37', 'target_38', 'target_39', 'target_4', 'target_40', 'target_41', 'target_42', 'target_43', 'target_44', 'target_45', 'target_46', 'target_47', 'target_48', 'target_49', 'target_5', 'target_50', 'target_51', 'target_52', 'target_6', 'target_7', 'target_8', 'target_9']",,[],[],[],{},0.6453479892947864,0.6453479892947864,0.7558281644245284,0.2859774302810737,0.2419788143124616,1060,0.11.0.dev0,9408.70932532195,9430.2532336046,False,af76fff1b484ede3
+favorita_stores_1D,TimeRSI,timersi,autogluon/fev_datasets,favorita_stores_1D,28,10,-280,28,1,,7,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,sales,,"['holiday', 'onpromotion']",['oil_price'],"['city', 'cluster', 'family', 'state', 'store_nbr', 'type']",{},0.913326460953764,0.913326460953764,1.129652851628676,0.1413835225125694,0.1148612222291767,15790,0.11.0.dev0,7284.457787965424,6363.880146003328,False,19461c7044524e5b
+proenfo_gfc12,TimeRSI,timersi,autogluon/fev_datasets,proenfo_gfc12,168,10,-1680,168,1,,24,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,['airtemperature'],[],[],{},0.4169615776097387,0.4169615776097387,0.5183649763884132,0.0446875213661239,0.0357069991565974,110,0.11.0.dev0,16349.428018352017,8127.147487441078,False,b9d66f77d6db1337
+boomlet_1282,TimeRSI,timersi,autogluon/fev_datasets,boomlet_1282,60,20,-1200,60,1,,1440,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,"['target_0', 'target_1', 'target_10', 'target_11', 'target_12', 'target_13', 'target_14', 'target_15', 'target_16', 'target_17', 'target_18', 'target_19', 'target_2', 'target_20', 'target_21', 'target_22', 'target_23', 'target_24', 'target_25', 'target_26', 'target_27', 'target_28', 'target_29', 'target_3', 'target_30', 'target_31', 'target_32', 'target_33', 'target_34', 'target_4', 'target_5', 'target_6', 'target_7', 'target_8', 'target_9']",,[],[],[],{},0.3967307262973564,0.3967307262973564,0.4822102682078578,0.3334315281735487,0.2719446527060359,700,0.11.0.dev0,8634.66412074957,7189.488312153146,False,c0f21ca23524dd1f
+LOOP_SEATTLE_1D,TimeRSI,timersi,autogluon/fev_datasets,LOOP_SEATTLE_1D,28,10,-280,28,1,,7,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,[],[],[],{},0.6987637062036643,0.6987637062036643,0.8640104646274935,0.0326371909700213,0.0263373649910988,3230,0.11.0.dev0,4447.053653419018,3451.2445160401985,False,678fdb11fbd87309
+ercot_1M,TimeRSI,timersi,autogluon/fev_datasets,ercot_1M,12,15,-180,12,1,,12,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,[],[],[],{},0.7632394981718177,0.7632394981718177,0.9700126178962344,0.0487664846689387,0.0383364078127549,120,0.11.0.dev0,6345.6503287456,5358.542784763966,False,f718a7351f27a9ca
+boomlet_1487,TimeRSI,timersi,autogluon/fev_datasets,boomlet_1487,288,20,-5760,288,1,,288,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,"['target_0', 'target_1', 'target_10', 'target_11', 'target_12', 'target_13', 'target_14', 'target_15', 'target_16', 'target_17', 'target_18', 'target_19', 'target_2', 'target_20', 'target_21', 'target_22', 'target_23', 'target_24', 'target_25', 'target_26', 'target_27', 'target_28', 'target_29', 'target_3', 'target_30', 'target_31', 'target_32', 'target_33', 'target_34', 'target_35', 'target_36', 'target_37', 'target_38', 'target_39', 'target_4', 'target_40', 'target_41', 'target_42', 'target_43', 'target_44', 'target_45', 'target_46', 'target_47', 'target_48', 'target_49', 'target_5', 'target_50', 'target_51', 'target_52', 'target_53', 'target_6', 'target_7', 'target_8', 'target_9']",,[],[],[],{},0.4099502345108071,0.4099502345108071,0.4920557672990032,0.1938471221279342,0.1614873260818622,1080,0.11.0.dev0,14809.810845339203,6852.466604968999,False,230d7ec998d3cbb2
+uk_covid_nation_1D/cumulative,TimeRSI,timersi,autogluon/fev_datasets,uk_covid_nation_1D,28,20,-560,28,1,,1,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,"['cumulative_admissions', 'cumulative_cases', 'cumulative_deaths']",,[],"['cumulative_vaccinated_1', 'cumulative_vaccinated_2', 'cumulative_vaccinated_3', 'hospital_cases', 'icu_ventilator_occupancy']",[],{},4.50872211852527,4.50872211852527,5.486482315327118,0.0115384195918408,0.0097715830876508,240,0.11.0.dev0,9266.002249551471,11563.09942532191,False,c8dff53b6fcb4695
+jena_weather_1H,TimeRSI,timersi,autogluon/fev_datasets,jena_weather_1H,24,20,-480,24,1,,24,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,"['target_0', 'target_1', 'target_10', 'target_11', 'target_12', 'target_13', 'target_14', 'target_15', 'target_16', 'target_17', 'target_18', 'target_19', 'target_2', 'target_20', 'target_3', 'target_4', 'target_5', 'target_6', 'target_7', 'target_8', 'target_9']",,[],[],[],{},0.3501888090200783,0.3501888090200783,0.4335375413229709,0.2393157346417611,0.2161672765101069,420,0.11.0.dev0,11464.380164387636,8274.593262105249,False,75bfd3b5994a5acf
+favorita_transactions_1M,TimeRSI,timersi,autogluon/fev_datasets,favorita_transactions_1M,12,2,-24,12,1,,12,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,transactions,,[],['oil_price'],"['city', 'cluster', 'state', 'store_nbr', 'type']",{},0.9579830819956808,0.9579830819956808,1.143668903012525,0.0698414945848283,0.061014805251302,102,0.11.0.dev0,857.5715597379021,750.8237726963125,False,f2fdd1578e3fe1da
+ETT_15T,TimeRSI,timersi,autogluon/fev_datasets,ETT_15T,96,20,-1920,96,1,,96,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,"['HUFL', 'HULL', 'LUFL', 'LULL', 'MUFL', 'MULL', 'OT']",,[],[],[],{},0.5389646251486587,0.5389646251486587,0.6909312711545293,0.1118828757333733,0.086927508733294,280,0.11.0.dev0,7879.662825205829,7211.965951005463,False,b5dd9d1f1927aad6
+uci_air_quality_1H,TimeRSI,timersi,autogluon/fev_datasets,uci_air_quality_1H,168,20,-3360,168,1,,24,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,"['C6H6(GT)', 'CO(GT)', 'NO2(GT)', 'NOx(GT)']",,"['AH', 'RH', 'T']",[],[],{},0.7801928378708158,0.7801928378708158,0.9922621505734864,0.3110840180975759,0.244067252839978,80,0.11.0.dev0,14095.068115324248,6431.539470748976,False,62f958117014ee08
+bizitobs_l2c_5T,TimeRSI,timersi,autogluon/fev_datasets,bizitobs_l2c_5T,288,20,-5760,288,1,,288,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,"['target_0', 'target_1', 'target_2', 'target_3', 'target_4', 'target_5', 'target_6']",,[],[],[],{},0.2976154082408807,0.2976154082408807,0.3698527508747153,0.2742233750470816,0.2258108260918245,140,0.11.0.dev0,8910.48964771768,7238.708623523358,False,89ab1ca4d8dbeb4e
+jena_weather_1D,TimeRSI,timersi,autogluon/fev_datasets,jena_weather_1D,28,11,-308,28,1,,1,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,"['target_0', 'target_1', 'target_10', 'target_11', 'target_12', 'target_13', 'target_14', 'target_15', 'target_16', 'target_17', 'target_18', 'target_19', 'target_2', 'target_20', 'target_3', 'target_4', 'target_5', 'target_6', 'target_7', 'target_8', 'target_9']",,[],[],[],{},1.180840070803737,1.180840070803737,1.4904019976825715,0.2869104917991668,0.2314115788772331,231,0.11.0.dev0,5225.864427365828,4359.736331264954,False,003626a54394cc81
+boomlet_1062,TimeRSI,timersi,autogluon/fev_datasets,boomlet_1062,288,20,-5760,288,1,,288,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,"['target_0', 'target_1', 'target_10', 'target_11', 'target_12', 'target_13', 'target_14', 'target_15', 'target_16', 'target_17', 'target_18', 'target_19', 'target_2', 'target_20', 'target_3', 'target_4', 'target_5', 'target_6', 'target_7', 'target_8', 'target_9']",,[],[],[],{},0.5376294047613419,0.5376294047613419,0.6646944158674246,0.5635472926366614,0.4503930356785652,420,0.11.0.dev0,12588.821834287606,6471.706759485416,False,5315f65aa45f55db
+ETT_1H,TimeRSI,timersi,autogluon/fev_datasets,ETT_1H,168,20,-3360,168,1,,24,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,"['HUFL', 'HULL', 'LUFL', 'LULL', 'MUFL', 'MULL', 'OT']",,[],[],[],{},0.8375690275289873,0.8375690275289873,1.0733343881152717,0.2353695844481877,0.1832080529003334,280,0.11.0.dev0,9359.542349269148,6985.49551595794,False,abd94afdf0b158e2
+uk_covid_utla_1W/cumulative,TimeRSI,timersi,autogluon/fev_datasets,uk_covid_utla_1W,13,5,-65,13,1,,1,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,cumulative_cases,,[],[],[],{},12.056440504691972,12.056440504691972,15.225150264181424,0.1426326726019607,0.1122055455987487,1070,0.11.0.dev0,4704.722878625151,3049.6427192375995,False,c4fdce102c5b6f47
+redset_5T,TimeRSI,timersi,autogluon/fev_datasets,redset_5T,288,10,-2880,288,1,,288,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,[],[],['subset'],{},0.6386334395741738,0.6386334395741738,0.77189044838711,0.3031943041256007,0.2503187837370249,1180,0.11.0.dev0,11846.902873293497,6598.802020134404,False,b9a12aeba2af7192
+world_tourism,TimeRSI,timersi,autogluon/fev_datasets,world_tourism,5,2,-10,5,1,,1,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,[],[],[],{},2.3272999738251805,2.3272999738251805,2.8449040689346368,0.0548490221282847,0.0488901566650042,356,0.11.0.dev0,686.6988431252539,775.6795507110655,False,dcd8469c3acc4caa
+uk_covid_nation_1D/new,TimeRSI,timersi,autogluon/fev_datasets,uk_covid_nation_1D,28,20,-560,28,1,,7,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,"['new_admissions', 'new_cases', 'new_deaths']",,[],"['hospital_cases', 'icu_ventilator_occupancy', 'new_vaccinated_1', 'new_vaccinated_2', 'new_vaccinated_3']",[],{},2.224250317240101,2.224250317240101,2.570039141108352,0.3404158686134207,0.2836268695363201,240,0.11.0.dev0,9423.318091443274,8608.161892702803,False,c8dff53b6fcb4695
+australian_tourism,TimeRSI,timersi,autogluon/fev_datasets,australian_tourism,8,2,-16,8,1,,4,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,[],[],[],{},0.7605878225391032,0.7605878225391032,0.9715234752263168,0.0991988263876793,0.0778427682708074,178,0.11.0.dev0,584.895123870112,701.2168864323758,False,67065ff520a65e45
+boomlet_1230,TimeRSI,timersi,autogluon/fev_datasets,boomlet_1230,288,20,-5760,288,1,,288,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,"['target_0', 'target_1', 'target_10', 'target_11', 'target_12', 'target_13', 'target_14', 'target_15', 'target_16', 'target_17', 'target_18', 'target_19', 'target_2', 'target_20', 'target_21', 'target_22', 'target_3', 'target_4', 'target_5', 'target_6', 'target_7', 'target_8', 'target_9']",,[],[],[],{},1.154735032912315,1.154735032912315,1.3175917773515204,0.2912606466780919,0.245081455790832,460,0.11.0.dev0,12461.3553736303,9008.076448203065,False,6e7b8e026660d41c
+boomlet_772,TimeRSI,timersi,autogluon/fev_datasets,boomlet_772,60,20,-1200,60,1,,1440,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,"['target_0', 'target_1', 'target_10', 'target_11', 'target_12', 'target_13', 'target_14', 'target_15', 'target_16', 'target_17', 'target_18', 'target_19', 'target_2', 'target_20', 'target_21', 'target_22', 'target_23', 'target_24', 'target_25', 'target_26', 'target_27', 'target_28', 'target_29', 'target_3', 'target_30', 'target_31', 'target_32', 'target_33', 'target_34', 'target_35', 'target_36', 'target_37', 'target_38', 'target_39', 'target_4', 'target_40', 'target_41', 'target_42', 'target_43', 'target_44', 'target_45', 'target_46', 'target_47', 'target_48', 'target_49', 'target_5', 'target_50', 'target_51', 'target_52', 'target_53', 'target_54', 'target_55', 'target_56', 'target_57', 'target_58', 'target_59', 'target_6', 'target_60', 'target_61', 'target_62', 'target_63', 'target_64', 'target_65', 'target_66', 'target_7', 'target_8', 'target_9']",,[],[],[],{},0.2784373362416484,0.2784373362416484,0.3222562229474572,0.1527983905741272,0.129988310858704,1340,0.11.0.dev0,8240.318920423277,8486.14910096908,False,65e5cc1b1b902449
+boomlet_1975,TimeRSI,timersi,autogluon/fev_datasets,boomlet_1975,24,20,-480,24,1,,24,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,"['target_0', 'target_1', 'target_10', 'target_11', 'target_12', 'target_13', 'target_14', 'target_15', 'target_16', 'target_17', 'target_18', 'target_19', 'target_2', 'target_20', 'target_21', 'target_22', 'target_23', 'target_24', 'target_25', 'target_26', 'target_27', 'target_28', 'target_29', 'target_3', 'target_30', 'target_31', 'target_32', 'target_33', 'target_34', 'target_35', 'target_36', 'target_37', 'target_38', 'target_39', 'target_4', 'target_40', 'target_41', 'target_42', 'target_43', 'target_44', 'target_45', 'target_46', 'target_47', 'target_48', 'target_49', 'target_5', 'target_50', 'target_51', 'target_52', 'target_53', 'target_54', 'target_55', 'target_56', 'target_57', 'target_58', 'target_59', 'target_6', 'target_60', 'target_61', 'target_62', 'target_63', 'target_64', 'target_65', 'target_66', 'target_67', 'target_68', 'target_69', 'target_7', 'target_70', 'target_71', 'target_72', 'target_73', 'target_74', 'target_8', 'target_9']",,[],[],[],{},0.1005738514905886,0.1005738514905886,0.1132110829687959,0.0657193781582585,0.0583850676571507,1500,0.11.0.dev0,33625.43501212541,11621.535222606268,False,7e9816ee39ec8d75
+hospital,TimeRSI,timersi,autogluon/fev_datasets,hospital,12,4,-48,12,1,,12,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,[],[],[],{},0.6736199327146574,0.6736199327146574,0.852328409574844,0.0888043736550275,0.0715438948904829,3068,0.11.0.dev0,1712.6398023064248,1504.652629842516,False,188b4fce7bbf0ba7
+ETT_1D,TimeRSI,timersi,autogluon/fev_datasets,ETT_1D,28,20,-560,28,1,,7,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,"['HUFL', 'HULL', 'LUFL', 'LULL', 'MUFL', 'MULL', 'OT']",,[],[],[],{},1.1410384654958423,1.1410384654958423,1.3781998592457982,0.3361900254502302,0.2695811146012207,280,0.11.0.dev0,7605.391027614474,7001.08176798746,False,936cfaf2a3a6ab34
+LOOP_SEATTLE_5T,TimeRSI,timersi,autogluon/fev_datasets,LOOP_SEATTLE_5T,288,10,-2880,288,1,,288,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,[],[],[],{},0.4923503410211629,0.4923503410211629,0.6253045050350996,0.0676804097266588,0.053223815774396,3230,0.11.0.dev0,11076.022876461968,5779.082377266139,False,ddf124d757f77e1e
+boomlet_963,TimeRSI,timersi,autogluon/fev_datasets,boomlet_963,60,20,-1200,60,1,,1440,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,"['target_0', 'target_1', 'target_10', 'target_11', 'target_12', 'target_13', 'target_14', 'target_15', 'target_16', 'target_17', 'target_18', 'target_19', 'target_2', 'target_20', 'target_21', 'target_22', 'target_23', 'target_24', 'target_25', 'target_26', 'target_27', 'target_3', 'target_4', 'target_5', 'target_6', 'target_7', 'target_8', 'target_9']",,[],[],[],{},0.6897302298866441,0.6897302298866441,0.799917210633781,0.3706304575417586,0.3083331181094367,560,0.11.0.dev0,9341.338760097511,8298.988387796097,False,45e417d57b7c8664
+jena_weather_10T,TimeRSI,timersi,autogluon/fev_datasets,jena_weather_10T,144,20,-2880,144,1,,144,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,"['target_0', 'target_1', 'target_10', 'target_11', 'target_12', 'target_13', 'target_14', 'target_15', 'target_16', 'target_17', 'target_18', 'target_19', 'target_2', 'target_20', 'target_3', 'target_4', 'target_5', 'target_6', 'target_7', 'target_8', 'target_9']",,[],[],[],{},0.3460640283817843,0.3460640283817843,0.4259028825655993,0.24482809794228,0.2129865430825329,420,0.11.0.dev0,9642.052324511576,7402.968370350543,False,25a5999066a34de5
+world_life_expectancy,TimeRSI,timersi,autogluon/fev_datasets,world_life_expectancy,5,10,-50,5,1,,1,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,[],[],[],{},1.0234529334915312,1.0234529334915312,1.2140981419185404,0.0096272656890771,0.0081804423330316,2370,0.11.0.dev0,5343.913453579415,3921.657354900613,False,f9ce571f4bf31401
+ercot_1D,TimeRSI,timersi,autogluon/fev_datasets,ercot_1D,28,20,-560,28,1,,7,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,[],[],[],{},0.7876919135712459,0.7876919135712459,0.996641862392068,0.0737786081162408,0.0578990233292242,160,0.11.0.dev0,8383.24383771047,7047.949703715276,False,60f5c61c335ca94b
+fred_md_2025/macro,TimeRSI,timersi,autogluon/fev_datasets,fred_md_2025,12,20,-240,12,1,,1,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,"['AAA', 'AWHMAN', 'BAA', 'BUSINVx', 'CPIAUCSL', 'CPIMEDSL', 'CUMFNS', 'DMANEMP', 'EXUSUKx', 'FEDFUNDS', 'GS1', 'GS10', 'GS5', 'HOUST', 'INDPRO', 'INVEST', 'IPBUSEQ', 'IPCONGD', 'IPDCONGD', 'IPDMAT', 'IPFINAL', 'IPMANSICS', 'IPMAT', 'IPNCONGD', 'IPNMAT', 'M2REAL', 'MANEMP', 'NDMANEMP', 'NONBORRES', 'PAYEMS', 'PERMIT', 'PPICMM', 'S&P 500', 'SRVPRD', 'TB3MS', 'TB6MS', 'TOTRESNS', 'UEMP15T26', 'UEMP27OV', 'UEMP5TO14', 'UEMPLT5', 'UEMPMEAN', 'UMCSENTx', 'UNRATE', 'USCONS', 'USFIRE', 'USGOOD', 'USGOVT', 'USTPU', 'USTRADE', 'VIXCLSx']",,[],[],[],{},5.080257078154422,5.080257078154422,5.83371246369589,0.0715660051176116,0.0597958415864815,1020,0.11.0.dev0,17088.941029880196,10079.795865128748,False,6fd14b4ca30b94f0
+epf_be,TimeRSI,timersi,autogluon/fev_datasets,epf_be,24,20,-480,24,1,,24,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,"['Generation forecast', 'System load forecast']",[],[],{},0.5028653276898887,0.5028653276898887,0.6301601602720444,0.1117936917077257,0.0888092405458279,20,0.11.0.dev0,8272.358462311793,5046.695784081705,False,eacac43cdbd837ec
+fred_qd_2025/macro,TimeRSI,timersi,autogluon/fev_datasets,fred_qd_2025,8,20,-160,8,1,,1,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,"['AAA', 'AWHMAN', 'BAA', 'BUSINVx', 'CPIAUCSL', 'CPIMEDSL', 'CUMFNS', 'DMANEMP', 'EXUSUKx', 'FEDFUNDS', 'GS1', 'GS10', 'GS5', 'HOUST', 'INDPRO', 'INVEST', 'IPBUSEQ', 'IPCONGD', 'IPDCONGD', 'IPDMAT', 'IPFINAL', 'IPMANSICS', 'IPMAT', 'IPNCONGD', 'IPNMAT', 'M2REAL', 'MANEMP', 'NDMANEMP', 'NONBORRES', 'PAYEMS', 'PERMIT', 'PPICMM', 'S&P 500', 'SRVPRD', 'TB3MS', 'TB6MS', 'TOTRESNS', 'UEMP15T26', 'UEMP27OV', 'UEMP5TO14', 'UEMPLT5', 'UEMPMEAN', 'UMCSENTx', 'UNRATE', 'USCONS', 'USFIRE', 'USGOOD', 'USGOVT', 'USTPU', 'USTRADE', 'VIXCLSx']",,[],[],[],{},3.3765847565773703,3.3765847565773703,4.021459800002473,0.1000615526240189,0.0825910570101947,1020,0.11.0.dev0,11812.302508695982,9252.111506757792,False,4ca57ebf484d0702
+ercot_1H,TimeRSI,timersi,autogluon/fev_datasets,ercot_1H,168,20,-3360,168,1,,24,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,[],[],[],{},1.0064813658472958,1.0064813658472958,1.289144550850606,0.0662297329120183,0.0510744131322978,160,0.11.0.dev0,13363.397831654642,6264.832106957678,False,9dac00f9725bae76
+epf_fr,TimeRSI,timersi,autogluon/fev_datasets,epf_fr,24,20,-480,24,1,,24,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,"['Generation forecast', 'System load forecast']",[],[],{},0.3338157485996978,0.3338157485996978,0.4191717426767387,0.062044613689437,0.0498884790426324,20,0.11.0.dev0,13213.63570047496,4885.653302588966,False,dfce2cfc9cbcf380
+boomlet_2187,TimeRSI,timersi,autogluon/fev_datasets,boomlet_2187,24,20,-480,24,1,,24,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,"['target_0', 'target_1', 'target_10', 'target_11', 'target_12', 'target_13', 'target_14', 'target_15', 'target_16', 'target_17', 'target_18', 'target_19', 'target_2', 'target_20', 'target_21', 'target_22', 'target_23', 'target_24', 'target_25', 'target_26', 'target_27', 'target_28', 'target_29', 'target_3', 'target_30', 'target_31', 'target_32', 'target_33', 'target_34', 'target_35', 'target_36', 'target_37', 'target_38', 'target_39', 'target_4', 'target_40', 'target_41', 'target_42', 'target_43', 'target_44', 'target_45', 'target_46', 'target_47', 'target_48', 'target_49', 'target_5', 'target_50', 'target_51', 'target_52', 'target_53', 'target_54', 'target_55', 'target_56', 'target_57', 'target_58', 'target_59', 'target_6', 'target_60', 'target_61', 'target_62', 'target_63', 'target_64', 'target_65', 'target_66', 'target_67', 'target_68', 'target_69', 'target_7', 'target_70', 'target_71', 'target_72', 'target_73', 'target_74', 'target_75', 'target_76', 'target_77', 'target_78', 'target_79', 'target_8', 'target_80', 'target_81', 'target_82', 'target_83', 'target_84', 'target_85', 'target_86', 'target_87', 'target_88', 'target_89', 'target_9', 'target_90', 'target_91', 'target_92', 'target_93', 'target_94', 'target_95', 'target_96', 'target_97', 'target_98', 'target_99']",,[],[],[],{},0.7198338986075171,0.7198338986075171,0.8236937618640738,0.2704640493203392,0.2358278675012787,2000,0.11.0.dev0,8383.340383302886,8097.852986483369,False,8afbba40b02d520a
+ercot_1W,TimeRSI,timersi,autogluon/fev_datasets,ercot_1W,13,20,-260,13,1,,1,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,[],[],[],{},0.918629194632255,0.918629194632255,1.1724789654832963,0.05889002175033,0.0459655522253245,160,0.11.0.dev0,6305.212885687128,6741.149578440934,False,b2fe1f0fe49551a1
+kdd_cup_2022_10T,TimeRSI,timersi,autogluon/fev_datasets,kdd_cup_2022_10T,288,10,-2880,288,1,,144,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,Patv,,[],"['Etmp', 'Itmp', 'Ndir', 'Pab1', 'Pab2', 'Pab3', 'Prtv', 'Wdir', 'Wspd']",[],{},0.445667918632065,0.445667918632065,0.5400290421215861,1.561937926869204,1.3420432783731662,1340,0.11.0.dev0,15360.20598033024,14311.19280213397,False,9b41e743d33077cd
+bizitobs_l2c_1H,TimeRSI,timersi,autogluon/fev_datasets,bizitobs_l2c_1H,24,20,-480,24,1,,24,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,"['target_0', 'target_1', 'target_2', 'target_3', 'target_4', 'target_5', 'target_6']",,[],[],[],{},0.2853315219809394,0.2853315219809394,0.3581211304022263,0.2905449082936811,0.2321133491986076,140,0.11.0.dev0,7385.428440248128,6544.514176046476,False,167357ba0cdd59b2
+fred_md_2025/cee,TimeRSI,timersi,autogluon/fev_datasets,fred_md_2025,12,20,-240,12,1,,1,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,"['CPIAUCSL', 'FEDFUNDS', 'PAYEMS']",,[],"['M2REAL', 'NONBORRES', 'PPICMM', 'TOTRESNS']",[],{},2.8956145207225643,2.8956145207225643,3.449932658439072,0.0656567172382674,0.0535575213091864,60,0.11.0.dev0,9684.562572358176,6217.613014774397,False,6fd14b4ca30b94f0
+rossmann_1D,TimeRSI,timersi,autogluon/fev_datasets,rossmann_1D,48,10,-480,48,1,,7,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,Sales,,"['DayOfWeek', 'Open', 'Promo', 'SchoolHoliday', 'StateHoliday']",['Customers'],"['Assortment', 'CompetitionDistance', 'CompetitionOpenSinceMonth', 'CompetitionOpenSinceYear', 'Promo2', 'Promo2SinceWeek', 'Promo2SinceYear', 'PromoInterval', 'Store', 'StoreType']",{},0.2031218544237837,0.2031218544237837,0.2558750488087971,0.0846244407022227,0.0672189250210161,11150,0.11.0.dev0,9553.089040262625,5912.517693563364,False,8441c9ccbe2ff4d1
+LOOP_SEATTLE_1H,TimeRSI,timersi,autogluon/fev_datasets,LOOP_SEATTLE_1H,168,10,-1680,168,1,,24,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,[],[],[],{},0.5566825628122833,0.5566825628122833,0.6905542257842424,0.0588555709767729,0.0473956559679854,3230,0.11.0.dev0,7285.016199463047,4128.60600377433,False,85c8da08d0377714
+boomlet_1855,TimeRSI,timersi,autogluon/fev_datasets,boomlet_1855,24,20,-480,24,1,,24,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,"['target_0', 'target_1', 'target_10', 'target_11', 'target_12', 'target_13', 'target_14', 'target_15', 'target_16', 'target_17', 'target_18', 'target_19', 'target_2', 'target_20', 'target_21', 'target_22', 'target_23', 'target_24', 'target_25', 'target_26', 'target_27', 'target_28', 'target_29', 'target_3', 'target_30', 'target_31', 'target_32', 'target_33', 'target_34', 'target_35', 'target_36', 'target_37', 'target_38', 'target_39', 'target_4', 'target_40', 'target_41', 'target_42', 'target_43', 'target_44', 'target_45', 'target_46', 'target_47', 'target_48', 'target_49', 'target_5', 'target_50', 'target_51', 'target_6', 'target_7', 'target_8', 'target_9']",,[],[],[],{},0.449072216914063,0.449072216914063,0.5283274000504458,0.1580429265984112,0.1348845536345408,1040,0.11.0.dev0,7551.113149490207,6973.766817291267,False,cd1d53a59eac2c8a
+fred_qd_2025/cee,TimeRSI,timersi,autogluon/fev_datasets,fred_qd_2025,8,20,-160,8,1,,1,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,"['CPIAUCSL', 'FEDFUNDS', 'PAYEMS']",,[],"['M2REAL', 'NONBORRES', 'PPICMM', 'TOTRESNS']",[],{},1.520884743688352,1.520884743688352,1.7966171792423338,0.1206756300428756,0.1003487731296136,60,0.11.0.dev0,7354.88510040706,5710.985048277304,False,4ca57ebf484d0702
+redset_15T,TimeRSI,timersi,autogluon/fev_datasets,redset_15T,96,10,-960,96,1,,96,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,[],[],['subset'],{},0.630173788698655,0.630173788698655,0.7563779433830617,0.2606017828484137,0.2160857622586653,1260,0.11.0.dev0,7754.33288095938,4637.931548981927,False,49fdfb78f00880f9
+kdd_cup_2022_30T,TimeRSI,timersi,autogluon/fev_datasets,kdd_cup_2022_30T,96,10,-960,96,1,,48,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,Patv,,[],"['Etmp', 'Itmp', 'Ndir', 'Pab1', 'Pab2', 'Pab3', 'Prtv', 'Wdir', 'Wspd']",[],{},0.4684155285530139,0.4684155285530139,0.5864193317445971,1.7648392190785724,1.4241305442297207,1340,0.11.0.dev0,6796.134610718116,7617.402378112078,False,f73b55a07564deaa
+favorita_transactions_1W,TimeRSI,timersi,autogluon/fev_datasets,favorita_transactions_1W,13,10,-130,13,1,,1,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,transactions,,[],['oil_price'],"['city', 'cluster', 'state', 'store_nbr', 'type']",{},1.1230356439327411,1.1230356439327411,1.36343771258434,0.0545262836770843,0.0453622659887748,510,0.11.0.dev0,5163.976350241341,4468.912449609954,False,297f1fca2bed5b06
+M_DENSE_1H,TimeRSI,timersi,autogluon/fev_datasets,M_DENSE_1H,168,10,-1680,168,1,,24,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,[],[],[],{},0.4609768013613639,0.4609768013613639,0.5659415705064819,0.1132269734904801,0.0916635135346888,300,0.11.0.dev0,5634.4257973688655,3811.0862331464887,False,a291fe961233f488
+favorita_transactions_1D,TimeRSI,timersi,autogluon/fev_datasets,favorita_transactions_1D,28,10,-280,28,1,,7,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,transactions,,['holiday'],['oil_price'],"['city', 'cluster', 'state', 'store_nbr', 'type']",{},0.7336475711400852,0.7336475711400852,0.9100299282758127,0.0616793875790187,0.049916527176534,510,0.11.0.dev0,6334.139092096128,3949.919440797065,False,39e8c1c4f2cbe086
+favorita_stores_1W,TimeRSI,timersi,autogluon/fev_datasets,favorita_stores_1W,13,10,-130,13,1,,1,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,sales,,['onpromotion'],['oil_price'],"['city', 'cluster', 'family', 'state', 'store_nbr', 'type']",{},2.2728695416947966,2.2728695416947966,2.6880687483868684,0.1182439024171117,0.0959580472586019,15790,0.11.0.dev0,6830.4887895789,5876.553866484202,False,209e5285efe3cc11
+uk_covid_utla_1D/new,TimeRSI,timersi,autogluon/fev_datasets,uk_covid_utla_1D,28,10,-280,28,1,,7,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,new_cases,,[],[],[],{},4.215476694283791,4.215476694283791,5.147896635875981,0.4892599696288736,0.3978694983902611,2140,0.11.0.dev0,5417.110648110043,4331.836140910629,False,46f9bb53c6d05e0a
+boomlet_1225,TimeRSI,timersi,autogluon/fev_datasets,boomlet_1225,60,20,-1200,60,1,,1440,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,"['target_0', 'target_1', 'target_10', 'target_11', 'target_12', 'target_13', 'target_14', 'target_15', 'target_16', 'target_17', 'target_18', 'target_19', 'target_2', 'target_20', 'target_21', 'target_22', 'target_23', 'target_24', 'target_25', 'target_26', 'target_27', 'target_28', 'target_29', 'target_3', 'target_30', 'target_31', 'target_32', 'target_33', 'target_34', 'target_35', 'target_36', 'target_37', 'target_38', 'target_39', 'target_4', 'target_40', 'target_41', 'target_42', 'target_43', 'target_44', 'target_45', 'target_46', 'target_47', 'target_48', 'target_5', 'target_6', 'target_7', 'target_8', 'target_9']",,[],[],[],{},0.1830351782029258,0.1830351782029258,0.2288306962429846,0.120448171525396,0.0966413446164818,980,0.11.0.dev0,8611.990079282783,8224.330770569853,False,53a43cd2c9c7ebf1
+ecdc_ili,TimeRSI,timersi,autogluon/fev_datasets,ecdc_ili,13,10,-130,13,1,,1,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,[],[],[],{},2.342510581154356,2.342510581154356,2.6940773383621632,0.3731624132479101,0.3293407658883116,240,0.11.0.dev0,7149.379450913053,4958.315495173447,False,e72cf15c97fc1dd6
+M_DENSE_1D,TimeRSI,timersi,autogluon/fev_datasets,M_DENSE_1D,28,10,-280,28,1,,7,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,[],[],[],{},0.5406547284673595,0.5406547284673595,0.6616165763400799,0.0746181774855895,0.0616348720234442,300,0.11.0.dev0,7411.633932820056,4318.86607353203,False,1ceaf27cc148581f
+hospital_admissions_1W,TimeRSI,timersi,autogluon/fev_datasets,hospital_admissions_1W,13,16,-208,13,1,,1,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,[],[],[],{},0.5759668950224062,0.5759668950224062,0.7501706751327344,0.2113311002337626,0.1622909986988679,128,0.11.0.dev0,3606.452780338004,4820.568236023188,False,5ac11b235b4614f4
+rossmann_1W,TimeRSI,timersi,autogluon/fev_datasets,rossmann_1W,13,8,-104,13,1,,1,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,Sales,,"['Open', 'Promo', 'SchoolHoliday', 'StateHoliday']",['Customers'],"['Assortment', 'CompetitionDistance', 'CompetitionOpenSinceMonth', 'CompetitionOpenSinceYear', 'Promo2', 'Promo2SinceWeek', 'Promo2SinceYear', 'PromoInterval', 'Store', 'StoreType']",{},0.2262665236389917,0.2262665236389917,0.2786949936118365,0.0722009083110773,0.0586760448864701,8920,0.11.0.dev0,3956.1905671996064,3376.170899408404,False,e18c12f0c75cf8c0
+hierarchical_sales_1D,TimeRSI,timersi,autogluon/fev_datasets,hierarchical_sales_1D,28,10,-280,28,1,,7,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,[],[],[],{},0.5415453243972275,0.5415453243972275,0.6781711733674578,0.6859189152529817,0.5518508553690935,1180,0.11.0.dev0,27763.99649528181,16645.828722580336,False,77b3d008284e117b
+hierarchical_sales_1W,TimeRSI,timersi,autogluon/fev_datasets,hierarchical_sales_1W,13,10,-130,13,1,,1,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,[],[],[],{},0.6155184142840298,0.6155184142840298,0.7505081943367067,0.4295474503038868,0.3651200804088542,1180,0.11.0.dev0,4904.400852988008,3461.318033824675,False,2b2b335c105dabf3
+us_consumption_1Q,TimeRSI,timersi,autogluon/fev_datasets,us_consumption_1Q,8,10,-80,8,1,,4,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,[],[],[],{},1.5885329361776666,1.5885329361776666,1.923954522195636,0.0276036231778615,0.0232670244707197,310,0.11.0.dev0,3828.114094865974,4024.207486519125,False,9a76cd11c4c2c07e
+uci_air_quality_1D,TimeRSI,timersi,autogluon/fev_datasets,uci_air_quality_1D,28,11,-308,28,1,,7,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,"['C6H6(GT)', 'CO(GT)', 'NO2(GT)', 'NOx(GT)']",,"['AH', 'RH', 'T']",[],[],{},1.0666826953602344,1.0666826953602344,1.346871516780401,0.2751492006105554,0.2164180242997179,44,0.11.0.dev0,3822.0572850690223,3127.259826432913,False,0d2ba39e4e4ce5f4
+world_co2_emissions,TimeRSI,timersi,autogluon/fev_datasets,world_co2_emissions,5,9,-45,5,1,,1,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,[],[],[],{},2.6254144003497064,2.6254144003497064,3.139359196108842,0.084804907478466,0.0709462754579812,1719,0.11.0.dev0,4599.353977628984,3635.441712404136,False,c78d3682201594d9
+restaurant,TimeRSI,timersi,autogluon/fev_datasets,restaurant,28,8,-224,28,1,,7,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,[],[],"['air_area_name', 'air_genre_name', 'latitude', 'longitude']",{},0.6864301119475382,0.6864301119475382,0.8625710139598066,0.3541631610132858,0.2788828907488591,6502,0.11.0.dev0,3721.977914020419,3347.741246754769,False,5af240c09db342cf
+SZ_TAXI_15T,TimeRSI,timersi,autogluon/fev_datasets,SZ_TAXI_15T,96,10,-960,96,1,,96,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,[],[],[],{},0.3914686727461519,0.3914686727461519,0.498637500438129,0.2386274198905332,0.1870677233568685,1560,0.11.0.dev0,3158.2885478246026,2944.962654641829,False,947f77f0c19ac7ce
+us_consumption_1Y,TimeRSI,timersi,autogluon/fev_datasets,us_consumption_1Y,5,10,-50,5,1,,1,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,[],[],[],{},3.3295346967610517,3.3295346967610517,4.073197526891677,0.0521087951882378,0.0417732502306224,310,0.11.0.dev0,3507.889010626357,4613.206709441729,False,d29d0d81db6393b4
+redset_1H,TimeRSI,timersi,autogluon/fev_datasets,redset_1H,24,10,-240,24,1,,24,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,[],[],['subset'],{},1.2741322567730695,1.2741322567730695,1.4273745488612308,0.2188263943318772,0.1800947681098464,1380,0.11.0.dev0,10495.608461253343,4865.431031474844,False,f7cbb47cb5f76ea7
+hospital_admissions_1D,TimeRSI,timersi,autogluon/fev_datasets,hospital_admissions_1D,28,20,-560,28,1,,7,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,[],[],[],{},0.5548882246336435,0.5548882246336435,0.7191358973247499,0.5334315525461253,0.4115769710715402,160,0.11.0.dev0,3910.862269019708,6159.570427393075,False,2a4e1183560f9bb2
+us_consumption_1M,TimeRSI,timersi,autogluon/fev_datasets,us_consumption_1M,12,10,-120,12,1,,12,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,[],[],[],{},1.4342267229536696,1.4342267229536696,1.7200714965670278,0.0221706172366411,0.0195099465908173,310,0.11.0.dev0,4111.351188994478,3608.944923262112,False,c882f886bec32c78
+gvar,TimeRSI,timersi,autogluon/fev_datasets,gvar,8,10,-80,8,1,,4,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,"['Dp', 'ep', 'eq', 'lr', 'r', 'y']",,[],"['pmat', 'pmetal', 'poil']",[],{},0.5485798274040407,0.5485798274040407,0.6679135284160925,0.0176621640872752,0.0143997906484393,1980,0.11.0.dev0,7320.934173396788,5515.4758012932725,False,61766544be22840b
+rohlik_sales_1W,TimeRSI,timersi,autogluon/fev_datasets,rohlik_sales_1W,8,1,2023-12-15T00:00:00,8,8,,1,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,sales,,"['holiday', 'school_holidays', 'sell_price_main', 'shops_closed', 'total_orders', 'type_0_discount', 'type_1_discount', 'type_2_discount', 'type_3_discount', 'type_4_discount', 'type_5_discount', 'type_6_discount', 'winter_school_holidays']",['availability'],"['L1_category_name_en', 'L2_category_name_en', 'L3_category_name_en', 'L4_category_name_en', 'name', 'product_unique_id', 'warehouse']",{},0.9988901521964824,0.9988901521964824,1.2334282256000768,0.1804415035170775,0.1448904968784891,3942,0.11.0.dev0,2568.766009503044,3841.382726466749,False,a1817f8223c08fb5
+rohlik_orders_1D,TimeRSI,timersi,autogluon/fev_datasets,rohlik_orders_1D,61,5,2023-05-01T00:00:00,61,1,,7,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,orders,,"['holiday', 'school_holidays', 'shops_closed', 'winter_school_holidays']","['blackout', 'frankfurt_shutdown', 'mini_shutdown', 'mov_change', 'precipitation', 'shutdown', 'snow', 'user_activity_1', 'user_activity_2']",[],{},0.8661435476409245,0.8661435476409245,1.083239211808046,0.0509973087908995,0.0407055255782861,35,0.11.0.dev0,4077.121769735124,1775.8311537411064,False,743d7d85eea679ed
+kdd_cup_2022_1D,TimeRSI,timersi,autogluon/fev_datasets,kdd_cup_2022_1D,14,10,-140,14,1,,1,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,Patv,,[],"['Etmp', 'Itmp', 'Ndir', 'Pab1', 'Pab2', 'Pab3', 'Prtv', 'Wdir', 'Wspd']",[],{},0.7056668887947678,0.7056668887947678,0.9028490739243766,0.7205964580672882,0.562833035490497,1340,0.11.0.dev0,3872.321142440196,3547.254381668754,False,53e3bfa3689aa2d7
+m5_1D,TimeRSI,timersi,autogluon/fev_datasets,m5_1D,28,1,-28,28,1,,7,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,"['event_Cultural', 'event_National', 'event_Religious', 'event_Sporting', 'sell_price', 'snap_CA', 'snap_TX', 'snap_WI']",[],"['cat_id', 'dept_id', 'item_id', 'state_id', 'store_id']",{},0.6996639931678612,0.6996639931678612,0.8687681780275609,0.6926557643706442,0.5396278017968131,30490,0.11.0.dev0,1511.5821556933224,5119.520930700004,False,a5408e93540ec5c9
+m5_1W,TimeRSI,timersi,autogluon/fev_datasets,m5_1W,13,1,-13,13,1,,1,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,"['event_Cultural', 'event_National', 'event_Religious', 'event_Sporting', 'sell_price', 'snap_CA', 'snap_TX', 'snap_WI']",[],"['cat_id', 'dept_id', 'item_id', 'state_id', 'store_id']",{},0.8740150320833482,0.8740150320833482,1.1009885699514428,0.4118817390995204,0.3290908751688994,30490,0.11.0.dev0,2585.0517282430083,3359.802904864773,False,0c7d59ea6d50dbdf
+rohlik_orders_1W,TimeRSI,timersi,autogluon/fev_datasets,rohlik_orders_1W,8,5,2023-05-01T00:00:00,8,1,,1,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,orders,,"['holiday', 'school_holidays', 'shops_closed', 'winter_school_holidays']","['blackout', 'frankfurt_shutdown', 'mini_shutdown', 'mov_change', 'precipitation', 'shutdown', 'snow', 'user_activity_1', 'user_activity_2']",[],{},1.3029440496169524,1.3029440496169524,1.610451492699361,0.0525882154308906,0.0424746175038723,35,0.11.0.dev0,2740.66456332244,1723.3834148072638,False,18a03d658590ecd3
+m5_1M,TimeRSI,timersi,autogluon/fev_datasets,m5_1M,12,1,-12,12,6,,12,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,"['event_Cultural', 'event_National', 'event_Religious', 'event_Sporting', 'sell_price', 'snap_CA', 'snap_TX', 'snap_WI']",[],"['cat_id', 'dept_id', 'item_id', 'state_id', 'store_id']",{},0.9513135082826882,0.9513135082826882,1.129774572594484,0.4149634449522097,0.3309199991869199,29364,0.11.0.dev0,1881.3283709338864,2160.181196366437,False,b562dee8546ce598
+uk_covid_nation_1W/cumulative,TimeRSI,timersi,autogluon/fev_datasets,uk_covid_nation_1W,8,4,-32,8,1,,1,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,"['cumulative_admissions', 'cumulative_cases', 'cumulative_deaths']",,[],"['cumulative_vaccinated_1', 'cumulative_vaccinated_2', 'cumulative_vaccinated_3', 'hospital_cases', 'icu_ventilator_occupancy']",[],{},3.2899765701967985,3.2899765701967985,4.030124286707276,0.0452466689794172,0.0352134437233304,48,0.11.0.dev0,2412.737705412321,2066.300352909602,False,a1bd24bd7d949574
+ETT_1W,TimeRSI,timersi,autogluon/fev_datasets,ETT_1W,13,5,-65,13,1,,1,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,"['HUFL', 'HULL', 'LUFL', 'LULL', 'MUFL', 'MULL', 'OT']",,[],[],[],{},2.23841409408792,2.23841409408792,2.5720231247141423,0.4524876369787105,0.3609095609014561,70,0.11.0.dev0,3259.3620439800434,1498.16656166967,False,2e18066fd2e18f63
+uk_covid_nation_1W/new,TimeRSI,timersi,autogluon/fev_datasets,uk_covid_nation_1W,8,4,-32,8,1,,1,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,"['new_admissions', 'new_cases', 'new_deaths']",,[],"['hospital_cases', 'icu_ventilator_occupancy', 'new_vaccinated_1', 'new_vaccinated_2', 'new_vaccinated_3']",[],{},4.290402349378828,4.290402349378828,5.054769827531624,0.5984403856388638,0.4968908239518391,48,0.11.0.dev0,2668.509888255503,1862.6653549629264,False,a1bd24bd7d949574
+rohlik_sales_1D,TimeRSI,timersi,autogluon/fev_datasets,rohlik_sales_1D,14,1,2023-12-15T00:00:00,14,14,,7,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,sales,,"['holiday', 'school_holidays', 'sell_price_main', 'shops_closed', 'total_orders', 'type_0_discount', 'type_1_discount', 'type_2_discount', 'type_3_discount', 'type_4_discount', 'type_5_discount', 'type_6_discount', 'winter_school_holidays']",['availability'],"['L1_category_name_en', 'L2_category_name_en', 'L3_category_name_en', 'L4_category_name_en', 'name', 'product_unique_id', 'warehouse']",{},0.8204801944423411,0.8204801944423411,1.029716931963143,0.2503423331859876,0.1993398704215356,4116,0.11.0.dev0,4375.69353566831,5291.472856468987,False,bdd7a282f9fc98e5
+walmart,TimeRSI,timersi,autogluon/fev_datasets,walmart,39,1,-39,39,1,,1,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,"['CPI', 'Fuel_Price', 'IsHoliday', 'MarkDown1', 'MarkDown2', 'MarkDown3', 'MarkDown4', 'MarkDown5', 'Temperature', 'Unemployment']",[],"['Dept', 'Size', 'Store', 'Type']",{},0.6771775941579175,0.6771775941579175,0.8446879221038118,0.0978009903934788,0.0791232908437313,2936,0.11.0.dev0,1385.5822629607285,387.3934970954433,False,84f95b6543281d0d
+solar_1W,TimeRSI,timersi,autogluon/fev_datasets,solar_1W,13,1,-13,13,1,,1,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,[],[],[],{},0.6726948877050938,0.6726948877050938,0.8956368928327353,0.1513039280950339,0.1132935149077511,137,0.11.0.dev0,1134.8515623128042,312.4122703191824,False,b957c1ccfd8bdefc
+SZ_TAXI_1H,TimeRSI,timersi,autogluon/fev_datasets,SZ_TAXI_1H,168,2,-336,168,1,,24,SQL,"['MASE', {'name': 'WAPE', 'epsilon': 1.0}, {'name': 'WQL', 'epsilon': 1.0}]","[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]",id,timestamp,target,,[],[],[],{},0.4305026630928429,0.4305026630928429,0.5172852621666348,0.1726503809838994,0.1441284039453818,312,0.11.0.dev0,950.0226148590446,583.2633835924789,False,c8fc2c774fa27320
diff --git a/models/timersi/model.py b/models/timersi/model.py
new file mode 100644
index 0000000..e59dd6d
--- /dev/null
+++ b/models/timersi/model.py
@@ -0,0 +1,32 @@
+"""TimeRSI's full search and chronological composition, from its standalone package."""
+
+import os
+
+from timersi_u1.fev_adapter import TimeRSIConfig
+from timersi_u1.task_process import fit_predict
+
+from fev.model import ForecastingModel
+
+
+class TimeRSIModel(ForecastingModel):
+    model_name = "timersi"
+    trained_on_datasets = []
+
+    def __init__(
+        self,
+        checkpoint_path="google/timesfm-3.0-pytorch",
+        vertex_project=None,
+        run_root="timersi-runs",
+    ):
+        super().__init__()
+        self.config = TimeRSIConfig(
+            checkpoint_path=checkpoint_path,
+            vertex_project=vertex_project or os.environ.get("TIMERSI_VERTEX_PROJECT"),
+            run_root=run_root,
+        )
+
+    def _fit_predict(self, task):
+        forecasts, timing, _ = fit_predict(task, self.config)
+        self.training_time = timing["training_time_s"]
+        self.inference_time = timing["inference_time_s"]
+        return forecasts
diff --git a/models/timersi/requirements.txt b/models/timersi/requirements.txt
new file mode 100644
index 0000000..3e7932e
--- /dev/null
+++ b/models/timersi/requirements.txt
@@ -0,0 +1,2 @@
+timersi-fevbench @ git+https://github.com/haoxin1998/TimeRSI4FevBench.git@df9dabb9122859e14c965f1f1b6e517c0e0e3c1f
+timesfm[torch] @ git+https://github.com/google-research/timesfm.git@45e0a3bc7fc4acef17b7ba7910488be2159bae5f