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ziyuzhou02 commited on Jul 16

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e086bda

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1 Parent(s): 1458007

Deploy Space: update results

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results/aggregates/live_metadata.json +2 -2
results/aggregates/live_overall_1d.csv +13 -13
results/aggregates/live_overall_30d.csv +13 -13
results/aggregates/live_overall_7d.csv +13 -13
results/aggregates/live_overall_up_to_now.csv +13 -13
results/aggregates/live_rank_1d.csv +13 -13
results/aggregates/live_rank_30d.csv +13 -13
results/aggregates/live_rank_7d.csv +13 -13
results/aggregates/live_rank_up_to_now.csv +13 -13
results/aggregates/live_results_by_dataset.csv +38 -38

results/aggregates/live_metadata.json CHANGED Viewed

@@ -1,5 +1,5 @@
 {
-  "generated_at": "2026-07-16T06:43:51.435144+00:00",
   "scope": "Canonical metrics-only release history when available; otherwise legacy release history plus latest allowlisted snapshots",
   "release_deduplication": "One row per model, dataset, data source timestamp, and prediction length",
   "dataset_aggregation": "Arithmetic mean over releases, then equal-weight mean over datasets",
@@ -9,7 +9,7 @@
   "mape": "Original-scale p50 MAPE; omitted when any target is too close to zero",
   "crps": "Twice the mean pinball loss over q=0.1,...,0.9 after context-only z-normalization",
   "rtg": "100 * (MSE_seasonal_naive - MSE_model) / (MSE_seasonal_naive + MSE_model) on metrics-only matched releases",
-  "ranking": "Dataset-balanced mean MSE/CRPS release rank; dataset-balanced pairwise shared-release wins; Elo over dataset-level matches (K=32)",
   "temporal_metrics": "Per-dataset MSE stability and Kendall tau, then equal-weight mean over datasets",
   "num_models": 12,
   "num_datasets": 13,

 {
+  "generated_at": "2026-07-16T06:45:29.381347+00:00",
   "scope": "Canonical metrics-only release history when available; otherwise legacy release history plus latest allowlisted snapshots",
   "release_deduplication": "One row per model, dataset, data source timestamp, and prediction length",
   "dataset_aggregation": "Arithmetic mean over releases, then equal-weight mean over datasets",
   "mape": "Original-scale p50 MAPE; omitted when any target is too close to zero",
   "crps": "Twice the mean pinball loss over q=0.1,...,0.9 after context-only z-normalization",
   "rtg": "100 * (MSE_seasonal_naive - MSE_model) / (MSE_seasonal_naive + MSE_model) on metrics-only matched releases",
+  "ranking": "Dataset-balanced pairwise MSE/CRPS win rate on shared releases; eligible pairs require >=30 releases, >=5 datasets, and >=7 days of coverage; official models require >=3 opponents in the main comparison component",
   "temporal_metrics": "Per-dataset MSE stability and Kendall tau, then equal-weight mean over datasets",
   "num_models": 12,
   "num_datasets": 13,

results/aggregates/live_overall_1d.csv CHANGED Viewed

@@ -1,13 +1,13 @@
-Rank,model,MSE,RMSE,MAPE,CRPS,RTG,AverageRank,WinRate,Elo,Stability,Improvement,SignificantImprovementRate,n_datasets,n_releases,MAPE_dataset_coverage,first_release,last_release
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-2,Chronos-Bolt,1.4626687143671873,0.8083230201737758,0.2852756870896691,0.6195646346078587,16.775138671891106,5.996560846560846,0.5411335578002247,1120.5938000018746,0.9101163442086436,-0.14464794464794464,0.0,9,50,0.7777777777777778,2026-07-15T04:40:00+00:00,2026-07-16T04:30:00+00:00
-3,Moirai-2.0,1.1792923041779035,0.7600018014241027,0.240868710753282,0.540926775375007,25.93167374217793,5.50489417989418,0.5761664261664262,1111.0705743454039,0.7973318465164987,-0.19641839641839642,0.0,9,50,0.7777777777777778,2026-07-15T04:40:00+00:00,2026-07-16T04:30:00+00:00
-4,TabPFN-TS,1.6554353558813382,0.8740632180321172,0.6158553320917683,0.7513645569184499,23.903128694524,5.265432098765432,0.6274410774410774,1090.716792543042,1.2742593915098805,0.08148148148148142,0.0,9,44,0.7777777777777778,2026-07-15T04:40:00+00:00,2026-07-16T04:30:00+00:00
-5,Chronos-2,1.2892335955079928,0.7621588808187851,0.3303625931756398,0.5659739822746355,28.421598772510105,4.993518518518518,0.6388848805515472,1086.0888022429249,0.6547924227920245,-0.03850223850223854,0.0,9,50,0.7777777777777778,2026-07-15T04:40:00+00:00,2026-07-16T04:30:00+00:00
-6,Sundial,1.5035234056157303,0.8629865109103184,0.4563430649639843,0.6604166350034825,20.285757948253302,6.042592592592593,0.5245230078563412,1067.620999147816,1.1714870124073025,-0.07407407407407413,0.0,9,45,0.7777777777777778,2026-07-15T04:40:00+00:00,2026-07-16T04:30:00+00:00
-7,TimesFM-2.5,1.2004200902747284,0.7427061811588698,0.1931329998189081,0.6092878000393837,27.670978035779708,4.830687830687831,0.639886964886965,1014.9714952583397,0.8769056730995872,0.05535205535205537,0.0,9,50,0.7777777777777778,2026-07-15T04:40:00+00:00,2026-07-16T04:30:00+00:00
-8,Toto-1.0,3.3493456064638587,1.3325746439713906,0.22395046640679867,0.5466791345300468,-12.50855846504167,7.048544973544974,0.42960157126823806,977.1164692670674,4.37625228515253,-0.14002294002294002,0.0,9,50,0.7777777777777778,2026-07-15T04:40:00+00:00,2026-07-16T04:30:00+00:00
-9,ARIMA,1.8790648867809776,1.0169683296800773,0.381159474071383,0.8626500663839931,9.765762973127726,7.7555555555555555,0.3769640852974185,931.6576476302037,0.9161195472870318,0.056790123456790145,0.0,9,45,0.7777777777777778,2026-07-15T04:40:00+00:00,2026-07-16T04:30:00+00:00
-10,ETS,4.210812767738367,1.3464656330512799,0.83781023957683,1.1237409902125042,8.42723669009682,7.844444444444444,0.3660493827160494,915.1858429515406,2.5443175998220955,-0.022222222222222268,0.0,9,45,0.7777777777777778,2026-07-15T04:40:00+00:00,2026-07-16T04:30:00+00:00
-11,Moving-Average,2.197293504712535,1.137800536266285,0.908204819445463,0.9411143090942267,-1.2692936584916736,8.835185185185185,0.27480359147025823,798.9309183745362,1.588533436807096,0.10864197530864199,0.0,9,45,0.7777777777777778,2026-07-15T04:40:00+00:00,2026-07-16T04:30:00+00:00
-12,Seasonal-Naive,2.596256639957498,1.2216227979940493,0.970315069293545,0.9607599382768114,0.0,8.272222222222222,0.3267115600448933,764.0840649198873,1.9876451639291597,-0.09229266356050564,0.0,9,45,0.7777777777777778,2026-07-15T04:40:00+00:00,2026-07-16T04:30:00+00:00

+Rank,Status,model,MSE,RMSE,MAPE,CRPS,RTG,WinRate,eligible_opponents,shared_releases,shared_datasets,covered_span_days,Stability,Improvement,SignificantImprovementRate,n_datasets,n_releases,MAPE_dataset_coverage,first_release,last_release
+,Provisional,Moirai-2.0,1.1792923041779035,0.7600018014241027,0.240868710753282,0.540926775375007,25.93167374217793,,0,50,9,0.9930555555555556,0.7973318465164987,-0.19641839641839642,0.0,9,50,0.7777777777777778,2026-07-15T04:40:00+00:00,2026-07-16T04:30:00+00:00
+,Provisional,TimesFM-2.5,1.2004200902747284,0.7427061811588698,0.1931329998189081,0.6092878000393837,27.670978035779708,,0,50,9,0.9930555555555556,0.8769056730995872,0.05535205535205537,0.0,9,50,0.7777777777777778,2026-07-15T04:40:00+00:00,2026-07-16T04:30:00+00:00
+,Provisional,TiRex,1.2112140663914712,0.7537512537347048,0.2154631270106067,0.5505838205511248,25.986627386963946,,0,50,9,0.9930555555555556,0.8023890475027099,-0.06064306064306069,0.0,9,50,0.7777777777777778,2026-07-15T04:40:00+00:00,2026-07-16T04:30:00+00:00
+,Provisional,Chronos-2,1.2892335955079928,0.7621588808187851,0.3303625931756398,0.5659739822746355,28.421598772510105,,0,50,9,0.9930555555555556,0.6547924227920245,-0.03850223850223854,0.0,9,50,0.7777777777777778,2026-07-15T04:40:00+00:00,2026-07-16T04:30:00+00:00
+,Provisional,Chronos-Bolt,1.4626687143671873,0.8083230201737758,0.2852756870896691,0.6195646346078587,16.775138671891106,,0,50,9,0.9930555555555556,0.9101163442086436,-0.14464794464794464,0.0,9,50,0.7777777777777778,2026-07-15T04:40:00+00:00,2026-07-16T04:30:00+00:00
+,Provisional,Sundial,1.5035234056157303,0.8629865109103184,0.4563430649639843,0.6604166350034825,20.285757948253302,,0,45,9,0.9930555555555556,1.1714870124073025,-0.07407407407407413,0.0,9,45,0.7777777777777778,2026-07-15T04:40:00+00:00,2026-07-16T04:30:00+00:00
+,Provisional,TabPFN-TS,1.6554353558813382,0.8740632180321172,0.6158553320917683,0.7513645569184499,23.903128694524,,0,44,9,0.9930555555555556,1.2742593915098805,0.08148148148148142,0.0,9,44,0.7777777777777778,2026-07-15T04:40:00+00:00,2026-07-16T04:30:00+00:00
+,Provisional,ARIMA,1.8790648867809776,1.0169683296800773,0.381159474071383,0.8626500663839931,9.765762973127726,,0,45,9,0.9930555555555556,0.9161195472870318,0.056790123456790145,0.0,9,45,0.7777777777777778,2026-07-15T04:40:00+00:00,2026-07-16T04:30:00+00:00
+,Provisional,Moving-Average,2.197293504712535,1.137800536266285,0.908204819445463,0.9411143090942267,-1.2692936584916736,,0,45,9,0.9930555555555556,1.588533436807096,0.10864197530864199,0.0,9,45,0.7777777777777778,2026-07-15T04:40:00+00:00,2026-07-16T04:30:00+00:00
+,Provisional,Seasonal-Naive,2.596256639957498,1.2216227979940493,0.970315069293545,0.9607599382768114,0.0,,0,45,9,0.9930555555555556,1.9876451639291597,-0.09229266356050564,0.0,9,45,0.7777777777777778,2026-07-15T04:40:00+00:00,2026-07-16T04:30:00+00:00
+,Provisional,Toto-1.0,3.3493456064638587,1.3325746439713906,0.22395046640679867,0.5466791345300468,-12.50855846504167,,0,50,9,0.9930555555555556,4.37625228515253,-0.14002294002294002,0.0,9,50,0.7777777777777778,2026-07-15T04:40:00+00:00,2026-07-16T04:30:00+00:00
+,Provisional,ETS,4.210812767738367,1.3464656330512799,0.83781023957683,1.1237409902125042,8.42723669009682,,0,45,9,0.9930555555555556,2.5443175998220955,-0.022222222222222268,0.0,9,45,0.7777777777777778,2026-07-15T04:40:00+00:00,2026-07-16T04:30:00+00:00

results/aggregates/live_overall_30d.csv CHANGED Viewed

@@ -1,13 +1,13 @@
-Rank,model,MSE,RMSE,MAPE,CRPS,RTG,AverageRank,WinRate,Elo,Stability,Improvement,SignificantImprovementRate,n_datasets,n_releases,MAPE_dataset_coverage,first_release,last_release
-1,Chronos-2,2.231088269495969,0.7633561363557804,0.15782275764853287,0.5172003149276363,24.770062637986193,3.8955928534608293,0.6897125269396733,1184.6394158368923,15.048418637340443,0.04606227493172477,0.15384615384615385,13,2269,0.8461538461538461,2026-06-25T14:45:00+00:00,2026-07-16T04:30:00+00:00
-2,Moirai-2.0,2.058091629144062,0.7825639107011931,0.1821363445305324,0.5173905138455652,23.865188568955546,5.428585564641163,0.5895729686195633,1181.8227141594605,9.718142545369934,0.10180288927402242,0.07692307692307693,13,1506,0.8461538461538461,2026-06-30T23:00:00+00:00,2026-07-16T04:30:00+00:00
-3,TiRex,2.2789338514251165,0.7706282557395923,0.16818255902329496,0.5238420437652369,25.766775285953493,4.031090574155181,0.6823631282269593,1163.5798543511269,15.416364207888797,0.04980028932657139,0.15384615384615385,13,2255,0.8461538461538461,2026-06-25T14:45:00+00:00,2026-07-16T04:30:00+00:00
-4,TimesFM-2.5,2.250563048638809,0.7680928614359857,0.13008289721804392,0.6032852873980243,25.282601870952014,4.491471596216847,0.6187519375618279,1107.749344752368,15.061161599165874,0.053317156063440854,0.07692307692307693,13,2250,0.8461538461538461,2026-06-25T14:45:00+00:00,2026-07-16T04:30:00+00:00
-5,Sundial,2.782983057234467,0.8877327482024518,0.1990772584658678,0.6277780231984568,16.766208477616956,5.97784055769167,0.507496687412712,1048.8245989704953,16.879824368713265,0.025894239417971546,0.15384615384615385,13,1747,0.8461538461538461,2026-06-28T23:00:00+00:00,2026-07-16T04:30:00+00:00
-6,TabPFN-TS,2.144184531021693,0.8130132321634315,0.20341585166154771,0.6475040445971023,19.892956344865787,5.832043505567172,0.5532585339494701,1037.4202388611513,9.913498438312873,0.07168121153171,0.15384615384615385,13,1399,0.8461538461538461,2026-06-28T23:00:00+00:00,2026-07-16T04:30:00+00:00
-7,Chronos-Bolt,2.114834013779019,0.8256190698907274,0.22370077976440908,0.5593879241193392,12.396308072442366,6.057356887116277,0.5278146896593293,1020.3303351286671,9.737049796890552,0.08022725209702032,0.15384615384615385,13,1493,0.8461538461538461,2026-06-30T23:00:00+00:00,2026-07-16T04:30:00+00:00
-8,ETS,4.638402720280046,1.273914197868914,0.3055144819455445,0.9783674966552453,-2.4700220078718593,7.105528334573194,0.35895908490924555,905.0269931087076,20.963158523075077,0.031094077423230962,0.15384615384615385,13,2096,0.8461538461538461,2026-06-25T14:45:00+00:00,2026-07-16T04:30:00+00:00
-9,Moving-Average,2.9266882721176057,1.032361745000965,0.3414773031159482,0.8011302964646012,4.298241473353926,6.899869862835408,0.37473645993370275,884.4474826509894,15.908835216094305,0.10405129597698498,0.07692307692307693,13,2096,0.8461538461538461,2026-06-25T14:45:00+00:00,2026-07-16T04:30:00+00:00
-10,ARIMA,2.790364553352335,1.018710720555339,0.2602161866709005,0.7730399738191641,3.485575405124001,7.016899038042908,0.3689475602063781,871.4899226933522,15.916154879370104,0.03151637202609589,0.15384615384615385,13,2096,0.8461538461538461,2026-06-25T14:45:00+00:00,2026-07-16T04:30:00+00:00
-11,Toto-1.0,8.118617400667377,1.5404705497011142,0.1974405817233937,0.5629899660930767,-18.65968149419286,7.577500843117539,0.36556398164726267,866.5548072064615,27.242494079374506,0.03998977284230198,0.15384615384615385,13,1520,0.8461538461538461,2026-06-30T23:00:00+00:00,2026-07-16T04:30:00+00:00
-12,Seasonal-Naive,3.264480836968428,1.1351245461502835,0.36721639334008493,0.8702232626957311,0.0,6.9600141637938515,0.3628224409338746,728.1142922803272,15.952747487320114,0.0902671549224985,0.07692307692307693,13,2105,0.8461538461538461,2026-06-25T14:25:00+00:00,2026-07-16T04:30:00+00:00

+Rank,Status,model,MSE,RMSE,MAPE,CRPS,RTG,WinRate,eligible_opponents,shared_releases,shared_datasets,covered_span_days,Stability,Improvement,SignificantImprovementRate,n_datasets,n_releases,MAPE_dataset_coverage,first_release,last_release
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+3,Official,TimesFM-2.5,2.250563048638809,0.7680928614359857,0.13008289721804392,0.6032852873980243,25.282601870952014,0.6141361455041637,11,2250,13,20.572916666666668,15.061161599165874,0.053317156063440854,0.07692307692307693,13,2250,0.8461538461538461,2026-06-25T14:45:00+00:00,2026-07-16T04:30:00+00:00
+4,Official,Moirai-2.0,2.058091629144062,0.7825639107011931,0.1821363445305324,0.5173905138455652,23.865188568955546,0.5816456181751465,11,1506,13,15.229166666666666,9.718142545369934,0.10180288927402242,0.07692307692307693,13,1506,0.8461538461538461,2026-06-30T23:00:00+00:00,2026-07-16T04:30:00+00:00
+5,Official,TabPFN-TS,2.144184531021693,0.8130132321634315,0.20341585166154771,0.6475040445971023,19.892956344865787,0.5553300323725909,11,1396,13,17.229166666666668,9.913498438312873,0.07168121153171,0.15384615384615385,13,1399,0.8461538461538461,2026-06-28T23:00:00+00:00,2026-07-16T04:30:00+00:00
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results/aggregates/live_overall_7d.csv CHANGED Viewed

@@ -1,13 +1,13 @@
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results/aggregates/live_overall_up_to_now.csv CHANGED Viewed

@@ -1,13 +1,13 @@
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+6,Official,Chronos-Bolt,2.114834013779019,0.8256190698907274,0.22370077976440908,0.5593879241193392,12.396308072442366,0.5250783686970104,11,1493,13,15.229166666666666,9.737049796890552,0.08022725209702032,0.15384615384615385,13,1493,0.8461538461538461,2026-06-30T23:00:00+00:00,2026-07-16T04:30:00+00:00
+7,Official,Sundial,2.782983057234467,0.8877327482024518,0.1990772584658678,0.6277780231984568,16.766208477616956,0.5097207694787494,11,1745,13,17.229166666666668,16.879824368713265,0.025894239417971546,0.15384615384615385,13,1747,0.8461538461538461,2026-06-28T23:00:00+00:00,2026-07-16T04:30:00+00:00
+8,Official,Moving-Average,2.9266882721176057,1.032361745000965,0.3414773031159482,0.8011302964646012,4.298241473353926,0.37661031528774364,11,2096,13,20.572916666666668,15.908835216094305,0.10405129597698498,0.07692307692307693,13,2096,0.8461538461538461,2026-06-25T14:45:00+00:00,2026-07-16T04:30:00+00:00
+9,Official,Toto-1.0,8.118617400667377,1.5404705497011142,0.1974405817233937,0.5629899660930767,-18.65968149419286,0.3752994328306139,11,1520,13,15.229166666666666,27.242494079374506,0.03998977284230198,0.15384615384615385,13,1520,0.8461538461538461,2026-06-30T23:00:00+00:00,2026-07-16T04:30:00+00:00
+10,Official,ARIMA,2.790364553352335,1.018710720555339,0.2602161866709005,0.7730399738191641,3.485575405124001,0.37294000547433687,11,2096,13,20.572916666666668,15.916154879370104,0.03151637202609589,0.15384615384615385,13,2096,0.8461538461538461,2026-06-25T14:45:00+00:00,2026-07-16T04:30:00+00:00
+11,Official,Seasonal-Naive,3.264480836968428,1.1351245461502835,0.36721639334008493,0.8702232626957311,0.0,0.3725137078742101,11,2096,13,20.572916666666668,15.952747487320114,0.0902671549224985,0.07692307692307693,13,2105,0.8461538461538461,2026-06-25T14:25:00+00:00,2026-07-16T04:30:00+00:00
+12,Official,ETS,4.638402720280046,1.273914197868914,0.3055144819455445,0.9783674966552453,-2.4700220078718593,0.36386029422308,11,2096,13,20.572916666666668,20.963158523075077,0.031094077423230962,0.15384615384615385,13,2096,0.8461538461538461,2026-06-25T14:45:00+00:00,2026-07-16T04:30:00+00:00

results/aggregates/live_rank_1d.csv CHANGED Viewed

@@ -1,13 +1,13 @@
-Rank,model,AverageRank,WinRate,Elo,dataset_pair_matches,shared_releases,pairwise_matches
-1,TiRex,4.671428571428572,0.6778338945005613,1121.9625933173638,99,50,519
-2,Chronos-Bolt,5.996560846560846,0.5411335578002247,1120.5938000018746,99,50,519
-3,Moirai-2.0,5.50489417989418,0.5761664261664262,1111.0705743454039,99,50,519
-4,TabPFN-TS,5.265432098765432,0.6274410774410774,1090.716792543042,99,44,484
-5,Chronos-2,4.993518518518518,0.6388848805515472,1086.0888022429249,99,50,519
-6,Sundial,6.042592592592593,0.5245230078563412,1067.620999147816,99,45,494
-7,TimesFM-2.5,4.830687830687831,0.639886964886965,1014.9714952583397,99,50,519
-8,Toto-1.0,7.048544973544974,0.42960157126823806,977.1164692670674,99,50,519
-9,ARIMA,7.7555555555555555,0.3769640852974185,931.6576476302037,99,45,494
-10,ETS,7.844444444444444,0.3660493827160494,915.1858429515406,99,45,494
-11,Moving-Average,8.835185185185185,0.27480359147025823,798.9309183745362,99,45,494
-12,Seasonal-Naive,8.272222222222222,0.3267115600448933,764.0840649198873,99,45,494

+Rank,Status,model,WinRate,eligible_opponents,shared_releases,shared_datasets,covered_span_days
+,Provisional,ARIMA,,0,45,9,0.9930555555555556
+,Provisional,Chronos-2,,0,50,9,0.9930555555555556
+,Provisional,Chronos-Bolt,,0,50,9,0.9930555555555556
+,Provisional,ETS,,0,45,9,0.9930555555555556
+,Provisional,Moirai-2.0,,0,50,9,0.9930555555555556
+,Provisional,Moving-Average,,0,45,9,0.9930555555555556
+,Provisional,Seasonal-Naive,,0,45,9,0.9930555555555556
+,Provisional,Sundial,,0,45,9,0.9930555555555556
+,Provisional,TabPFN-TS,,0,44,9,0.9930555555555556
+,Provisional,TiRex,,0,50,9,0.9930555555555556
+,Provisional,TimesFM-2.5,,0,50,9,0.9930555555555556
+,Provisional,Toto-1.0,,0,50,9,0.9930555555555556

results/aggregates/live_rank_30d.csv CHANGED Viewed

@@ -1,13 +1,13 @@
-Rank,model,AverageRank,WinRate,Elo,dataset_pair_matches,shared_releases,pairwise_matches
-1,Chronos-2,3.8955928534608293,0.6897125269396733,1184.6394158368923,143,2264,20378
-2,Moirai-2.0,5.428585564641163,0.5895729686195633,1181.8227141594605,143,1506,15752
-3,TiRex,4.031090574155181,0.6823631282269593,1163.5798543511269,143,2255,20366
-4,TimesFM-2.5,4.491471596216847,0.6187519375618279,1107.749344752368,143,2250,20373
-5,Sundial,5.97784055769167,0.507496687412712,1048.8245989704953,143,1745,17679
-6,TabPFN-TS,5.832043505567172,0.5532585339494701,1037.4202388611513,143,1396,15158
-7,Chronos-Bolt,6.057356887116277,0.5278146896593293,1020.3303351286671,143,1493,15700
-8,ETS,7.105528334573194,0.35895908490924555,905.0269931087076,143,2096,19668
-9,Moving-Average,6.899869862835408,0.37473645993370275,884.4474826509894,143,2096,19668
-10,ARIMA,7.016899038042908,0.3689475602063781,871.4899226933522,143,2096,19668
-11,Toto-1.0,7.577500843117539,0.36556398164726267,866.5548072064615,143,1520,15794
-12,Seasonal-Naive,6.9600141637938515,0.3628224409338746,728.1142922803272,143,2096,19668

+Rank,Status,model,WinRate,eligible_opponents,shared_releases,shared_datasets,covered_span_days
+1,Official,Chronos-2,0.6817530254204338,11,2264,13,20.572916666666668
+2,Official,TiRex,0.6711122846619205,11,2255,13,20.572916666666668
+3,Official,TimesFM-2.5,0.6141361455041637,11,2250,13,20.572916666666668
+4,Official,Moirai-2.0,0.5816456181751465,11,1506,13,15.229166666666666
+5,Official,TabPFN-TS,0.5553300323725909,11,1396,13,17.229166666666668
+6,Official,Chronos-Bolt,0.5250783686970104,11,1493,13,15.229166666666666
+7,Official,Sundial,0.5097207694787494,11,1745,13,17.229166666666668
+8,Official,Moving-Average,0.37661031528774364,11,2096,13,20.572916666666668
+9,Official,Toto-1.0,0.3752994328306139,11,1520,13,15.229166666666666
+10,Official,ARIMA,0.37294000547433687,11,2096,13,20.572916666666668
+11,Official,Seasonal-Naive,0.3725137078742101,11,2096,13,20.572916666666668
+12,Official,ETS,0.36386029422308,11,2096,13,20.572916666666668

results/aggregates/live_rank_7d.csv CHANGED Viewed

@@ -1,13 +1,13 @@
-Rank,model,AverageRank,WinRate,Elo,dataset_pair_matches,shared_releases,pairwise_matches
-1,TiRex,4.366894335085295,0.6938355789532168,1193.4297774512165,143,717,7495
-2,Moirai-2.0,5.602785649111638,0.5743228615654179,1155.7811546305522,143,712,7487
-3,Chronos-2,4.43923796233082,0.6830792949009186,1155.502657128504,143,717,7495
-4,TimesFM-2.5,4.9759528914029545,0.6250982913710932,1118.1038072050733,143,715,7493
-5,TabPFN-TS,5.85973764179269,0.5531342325466703,1054.2736901307394,143,655,7155
-6,Sundial,6.353184863835755,0.5116864371175687,1042.704624071854,143,655,7195
-7,Chronos-Bolt,5.924122773942968,0.542575296890591,1032.8200445142693,143,709,7475
-8,ETS,8.027053323910868,0.3562249517536972,916.2805388937134,143,655,7195
-9,ARIMA,7.696556007492304,0.38955532540656973,884.9169860349249,143,655,7195
-10,Toto-1.0,7.632118721064314,0.3679510535221251,872.7803420434107,143,712,7487
-11,Moving-Average,8.234909060319115,0.33581146980571136,859.7475063482381,143,655,7195
-12,Seasonal-Naive,7.905717565948941,0.36672520616641957,713.6588715475045,143,655,7195

+Rank,Status,model,WinRate,eligible_opponents,shared_releases,shared_datasets,covered_span_days
+,Provisional,ARIMA,,0,655,13,6.9375
+,Provisional,Chronos-2,,0,717,13,6.993055555555555
+,Provisional,Chronos-Bolt,,0,709,13,6.993055555555555
+,Provisional,ETS,,0,655,13,6.9375
+,Provisional,Moirai-2.0,,0,712,13,6.993055555555555
+,Provisional,Moving-Average,,0,655,13,6.9375
+,Provisional,Seasonal-Naive,,0,655,13,6.9375
+,Provisional,Sundial,,0,655,13,6.9375
+,Provisional,TabPFN-TS,,0,655,13,6.9375
+,Provisional,TiRex,,0,717,13,6.993055555555555
+,Provisional,TimesFM-2.5,,0,715,13,6.993055555555555
+,Provisional,Toto-1.0,,0,712,13,6.993055555555555

results/aggregates/live_rank_up_to_now.csv CHANGED Viewed

@@ -1,13 +1,13 @@
-Rank,model,AverageRank,WinRate,Elo,dataset_pair_matches,shared_releases,pairwise_matches
-1,Chronos-2,3.8955928534608293,0.6897125269396733,1184.6394158368923,143,2264,20378
-2,Moirai-2.0,5.428585564641163,0.5895729686195633,1181.8227141594605,143,1506,15752
-3,TiRex,4.031090574155181,0.6823631282269593,1163.5798543511269,143,2255,20366
-4,TimesFM-2.5,4.491471596216847,0.6187519375618279,1107.749344752368,143,2250,20373
-5,Sundial,5.97784055769167,0.507496687412712,1048.8245989704953,143,1745,17679
-6,TabPFN-TS,5.832043505567172,0.5532585339494701,1037.4202388611513,143,1396,15158
-7,Chronos-Bolt,6.057356887116277,0.5278146896593293,1020.3303351286671,143,1493,15700
-8,ETS,7.105528334573194,0.35895908490924555,905.0269931087076,143,2096,19668
-9,Moving-Average,6.899869862835408,0.37473645993370275,884.4474826509894,143,2096,19668
-10,ARIMA,7.016899038042908,0.3689475602063781,871.4899226933522,143,2096,19668
-11,Toto-1.0,7.577500843117539,0.36556398164726267,866.5548072064615,143,1520,15794
-12,Seasonal-Naive,6.9600141637938515,0.3628224409338746,728.1142922803272,143,2096,19668

+Rank,Status,model,WinRate,eligible_opponents,shared_releases,shared_datasets,covered_span_days
+1,Official,Chronos-2,0.6817530254204338,11,2264,13,20.572916666666668
+2,Official,TiRex,0.6711122846619205,11,2255,13,20.572916666666668
+3,Official,TimesFM-2.5,0.6141361455041637,11,2250,13,20.572916666666668
+4,Official,Moirai-2.0,0.5816456181751465,11,1506,13,15.229166666666666
+5,Official,TabPFN-TS,0.5553300323725909,11,1396,13,17.229166666666668
+6,Official,Chronos-Bolt,0.5250783686970104,11,1493,13,15.229166666666666
+7,Official,Sundial,0.5097207694787494,11,1745,13,17.229166666666668
+8,Official,Moving-Average,0.37661031528774364,11,2096,13,20.572916666666668
+9,Official,Toto-1.0,0.3752994328306139,11,1520,13,15.229166666666666
+10,Official,ARIMA,0.37294000547433687,11,2096,13,20.572916666666668
+11,Official,Seasonal-Naive,0.3725137078742101,11,2096,13,20.572916666666668
+12,Official,ETS,0.36386029422308,11,2096,13,20.572916666666668

results/aggregates/live_results_by_dataset.csv CHANGED Viewed

@@ -1,13 +1,13 @@
 model,dataset,domain,frequency,prediction_lengths,MSE,RMSE,MAPE,CRPS,RTG,Stability,Improvement,Improvement_pvalue,n_releases,MAPE_coverage,first_release,last_release
-ARIMA,binance_btcusdt_1h_close/1h/short,Finance,1h,24,2.0781272639536508,1.2720582937623608,0.014677843005281774,1.1941303775040555,10.535102231927551,2.1776472663609323,0.046253879119255215,0.3282663117438289,202,1.0,2026-06-29T09:00:00+00:00,2026-07-15T09:00:00+00:00
 ARIMA,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,2.1835943378429796,1.3648670469602047,0.011560068634892949,1.103221155625194,20.907152338163392,1.8863586976022453,-0.05928853754940712,0.7146629598253967,23,1.0,2026-06-30T08:00:00+00:00,2026-07-15T03:00:00+00:00
 ARIMA,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,8.095440646011408,0.426004357993392,,0.17496026182861973,-31.589362357504182,81.56885086680606,-0.031969061308055165,0.5220429622942446,216,0.0,2026-06-29T10:05:00+00:00,2026-07-16T04:30:00+00:00
 ARIMA,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,9.578202015526528e-15,9.786828912128036e-08,,2.5021713821890616e-07,0.0,1.579796396230288e-30,0.0,1.0,381,0.0,2026-06-25T14:45:00+00:00,2026-07-15T20:45:00+00:00
 ARIMA,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,1.9302650718263166,1.2754666730700712,0.08769173816928663,0.9898259130465782,-46.035299321682906,1.462334239157471,-0.2794117647058823,0.12878898834482916,17,1.0,2026-06-26T23:00:00+00:00,2026-07-13T23:00:00+00:00
 ARIMA,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,1.1173268526347169,0.9284448442843316,1.2553452717214157,0.7253362173632051,7.620472627420214,1.1343880976627136,-0.0034951323887951174,0.9230416098143556,343,1.0,2026-06-29T10:00:00+00:00,2026-07-15T22:48:00+00:00
-ARIMA,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,2.754843143263137,1.4649136577213862,0.13583813984338516,1.0707457632297632,11.477200443145373,3.482125478857577,-0.08491251607132877,0.038304336242655605,268,1.0,2026-06-28T11:10:00+00:00,2026-07-15T00:40:00+00:00
 ARIMA,nws_ksfo_observations_temperature/1h/short,Weather,1h,24,2.224989505012516,0.8376872389949994,0.03753078258092905,0.6302451084156856,31.472996936085384,9.894620159763747,0.07644529383659818,0.2804556277713832,92,1.0,2026-07-04T00:00:00+00:00,2026-07-15T23:00:00+00:00
-ARIMA,open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Air Quality,1h,24,1.7647709676327106,0.9649394704932509,0.4485910872306714,0.7540282087612884,3.9461728565636345,3.9728393187614532,-0.34670275590551186,6.463395894807294e-09,128,1.0,2026-06-29T11:00:00+00:00,2026-07-15T09:00:00+00:00
 ARIMA,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,1.744970697755413,1.2245609508493513,0.09388649252820105,0.954727356091141,-42.6156267105238,1.4842381915510776,0.010838709677419353,0.8577347826161466,125,1.0,2026-06-29T11:00:00+00:00,2026-07-15T08:00:00+00:00
 ARIMA,usgs_earthquake_all_week_hourly_earthquake_count/1h/short,Hazards,1h,24,1.1058403208218603,1.0230966428366544,0.5587063858600632,0.6420700924085584,25.43667316136124,0.5106102603618081,0.4789244186046512,8.280252645624546e-16,129,1.0,2026-06-29T10:00:00+00:00,2026-07-15T10:00:00+00:00
 ARIMA,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,10.08994602508321,1.3991672748541386,0.01466782559838931,1.151926544561818,8.54680697146917,98.73022415688649,-0.03333333333333333,0.5315724856979931,160,1.0,2026-06-30T05:40:00+00:00,2026-07-16T00:10:00+00:00
@@ -17,17 +17,17 @@ Chronos-2,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,1.63462666863076
 Chronos-2,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,18;36,7.719976259021683,0.36753432219956533,,0.16104704755589896,-31.08042544665721,79.67138485011921,-0.06639299274275363,0.17089564986291095,227,0.0,2026-06-29T10:05:00+00:00,2026-07-16T04:30:00+00:00
 Chronos-2,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,1.7296862743653316e-18,1.3151753777977035e-09,,2.356162747109682e-09,0.0,5.7850256404217985e-34,0.0,1.0,400,0.0,2026-06-25T14:45:00+00:00,2026-07-15T20:45:00+00:00
 Chronos-2,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.4034752160569619,0.5640757704419535,0.038800312711412384,0.3810058947083568,14.808350371851233,0.4363588341672862,-0.1764705882352941,0.34884640290128766,17,1.0,2026-06-26T23:00:00+00:00,2026-07-13T23:00:00+00:00
-Chronos-2,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,0.32652581169102407,0.47561331252052585,0.4713680118441187,0.31429215921964343,49.83443322475304,0.431589194193426,-0.07751641389020676,0.02769155627095831,362,1.0,2026-06-29T10:00:00+00:00,2026-07-15T22:48:00+00:00
 Chronos-2,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,2.8648221142387063,1.5075418809710113,0.14878995203194484,1.0217946168303913,8.130329304577721,3.5648063257893874,-0.025035711600631536,0.5300927213113484,283,1.0,2026-06-28T11:10:00+00:00,2026-07-15T00:40:00+00:00
 Chronos-2,nws_ksfo_observations_temperature/1h/short,Weather,1h,24,2.770662920708487,0.9383375365561323,0.04147426688621382,0.6664343471483456,32.51750738043405,9.969986449028195,0.026208503203261502,0.6962897689185866,102,1.0,2026-07-04T00:00:00+00:00,2026-07-15T23:00:00+00:00
-Chronos-2,open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Air Quality,1h,24,1.0677397031333398,0.7745491025850207,0.34253831199243406,0.5241921889339188,22.11174385071111,2.4281725837905492,-0.3840275836361942,5.131433744603566e-12,147,1.0,2026-06-29T11:00:00+00:00,2026-07-15T09:00:00+00:00
 Chronos-2,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,0.4098329130139734,0.5913263480266362,0.04289168784182915,0.40792861422708837,15.463463055874866,0.32119312663602123,-0.07121047966118388,0.20699426255239994,143,1.0,2026-06-29T11:00:00+00:00,2026-07-15T08:00:00+00:00
-Chronos-2,usgs_earthquake_all_week_hourly_earthquake_count/1h/short,Hazards,1h,24,1.0491015459142352,0.9960958911468009,0.5468874939162385,0.6391128838942243,27.95977216946342,0.49746408371710715,0.4822577679720537,3.394356855261353e-18,148,1.0,2026-06-29T10:00:00+00:00,2026-07-15T10:00:00+00:00
 Chronos-2,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,8.840781585457552,1.0708082942603048,0.011178590070782505,0.7613623774352078,28.180766927106934,94.18577434410699,0.004025974025974026,0.9367729022137692,176,1.0,2026-06-30T05:40:00+00:00,2026-07-16T00:10:00+00:00
 Chronos-2,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,7,0.2601033339657161,0.42556708119535114,0.07351561901925757,0.30982985390695883,87.15878842079518,0.3872809071728244,0.6666666666666665,0.000942590074534519,13,1.0,2026-06-28T00:00:00+00:00,2026-07-14T00:00:00+00:00
-Chronos-Bolt,binance_btcusdt_1h_close/1h/short,Finance,1h,24,1.3898433387201723,1.0023072081549642,0.010110041967795016,0.7301190852625448,21.345064152403474,1.615911948745529,0.2743532889874354,1.6889018460403627e-07,165,1.0,2026-07-03T07:00:00+00:00,2026-07-15T09:00:00+00:00
 Chronos-Bolt,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,1.434917635696078,1.0845667353521302,0.009012756361644973,0.6758302251110483,34.34775524396121,1.3412128872050724,0.564102564102564,0.006677354602701825,13,1.0,2026-07-10T05:00:00+00:00,2026-07-15T03:00:00+00:00
-Chronos-Bolt,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,12.340327988546218,0.5871883873055893,,0.2374613023979303,-21.722874023827213,100.57147989058379,-0.0915778776787376,0.13826031337656833,142,0.0,2026-07-03T04:20:00+00:00,2026-07-16T04:30:00+00:00
 Chronos-Bolt,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,1.0941039077622847e-12,1.0459942197556757e-06,,3.214861849916891e-06,-100.0,0.0,0.0,1.0,258,0.0,2026-07-01T21:10:00+00:00,2026-07-15T20:45:00+00:00
 Chronos-Bolt,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.5407896486986483,0.6197702495476464,0.04292868161538711,0.44162601084301006,5.3523892959997985,0.7326612559527735,0.17948717948717946,0.4353804483839206,13,1.0,2026-06-30T23:00:00+00:00,2026-07-13T23:00:00+00:00
 Chronos-Bolt,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,1.2785501834347195,1.024108740995571,1.056174167080291,0.6889079604403255,8.789801168493412,1.062091231354897,-0.05628318584070797,0.2078768666275188,226,1.0,2026-07-03T07:42:00+00:00,2026-07-15T22:48:00+00:00
@@ -35,7 +35,7 @@ Chronos-Bolt,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,3.1
 Chronos-Bolt,nws_ksfo_observations_temperature/1h/short,Weather,1h,24,2.768843963278756,0.8902673165851895,0.03498639781627768,0.6413761405723531,39.70093271789535,11.382484507106362,0.07441016333938293,0.40932488546762036,58,1.0,2026-07-07T21:00:00+00:00,2026-07-15T23:00:00+00:00
 Chronos-Bolt,open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Air Quality,1h,24,0.522157379046315,0.6164642062201428,0.3791341192543787,0.41095448786921496,12.641973843686106,0.5925499731497222,-0.5854545454545456,6.1040332466138465e-18,100,1.0,2026-07-03T07:00:00+00:00,2026-07-15T09:00:00+00:00
 Chronos-Bolt,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,0.4204769577377792,0.5703392400885131,0.04198305886963446,0.4207031777631227,24.234508079420685,0.44506203015554285,-0.19934034219748506,0.003462626366242648,99,1.0,2026-07-03T08:00:00+00:00,2026-07-15T08:00:00+00:00
-Chronos-Bolt,usgs_earthquake_all_week_hourly_earthquake_count/1h/short,Hazards,1h,24,1.2598478186490247,1.1034051777587417,0.5882067184908369,0.7063909497606378,27.89162369137028,0.4666800157587678,0.35801980198019806,1.1264711321430289e-07,101,1.0,2026-07-03T07:00:00+00:00,2026-07-15T10:00:00+00:00
 Chronos-Bolt,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,1.7402024032924985,0.9231047478609323,0.012490933884683317,0.6835051123052159,37.97284532469044,3.8091781190652068,-0.04944688791150206,0.4173442482738925,123,1.0,2026-07-04T03:20:00+00:00,2026-07-16T00:10:00+00:00
 Chronos-Bolt,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,7,0.5994475939412556,0.6925743833743837,0.14053777689239663,0.5302434313741812,71.99076419481636,0.6509798234591309,0.5636363636363636,0.016540504248837583,11,1.0,2026-07-01T00:00:00+00:00,2026-07-14T00:00:00+00:00
 ETS,binance_btcusdt_1h_close/1h/short,Finance,1h,24,1.9647108707943564,1.1577853347347393,0.010336418244313444,0.9017538371284077,25.973204820586595,2.503849424929026,0.11698931087138566,0.013411146129740687,202,1.0,2026-06-29T09:00:00+00:00,2026-07-15T09:00:00+00:00
@@ -44,23 +44,23 @@ ETS,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5
 ETS,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,9.578202015526528e-15,9.786828912128036e-08,,2.5021713821890616e-07,0.0,1.579796396230288e-30,0.0,1.0,381,0.0,2026-06-25T14:45:00+00:00,2026-07-15T20:45:00+00:00
 ETS,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,4.613841822151972,1.9749627383004722,0.14871868629777432,1.5776425945648054,-70.03597087468299,3.7819367559676875,-0.3235294117647059,0.07616914862439772,17,1.0,2026-06-26T23:00:00+00:00,2026-07-13T23:00:00+00:00
 ETS,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,1.82723705433434,1.1976111931912483,1.4254665321746736,0.9063212377487,-10.540280869435925,1.6689768373678622,0.05164271222273371,0.15347343952471834,343,1.0,2026-06-29T10:00:00+00:00,2026-07-15T22:48:00+00:00
-ETS,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,6.214766377447691,1.9682750449408175,0.18925169941864287,1.5773710336419178,-4.914391840705217,12.451332584584737,-0.1516574431214713,0.0002156526156746346,268,1.0,2026-06-28T11:10:00+00:00,2026-07-15T00:40:00+00:00
 ETS,nws_ksfo_observations_temperature/1h/short,Weather,1h,24,1.972878454121812,0.853143992192325,0.04758814209444523,0.6729960300640387,6.483095468375056,9.382395081066424,0.14811275680840896,0.03651580906292498,92,1.0,2026-07-04T00:00:00+00:00,2026-07-15T23:00:00+00:00
 ETS,open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Air Quality,1h,24,4.090237787674342,1.0799971852215726,0.48020446445513004,0.8513441543114932,2.4302505788623012,28.44990752921727,-0.3526082677165355,3.5658104390637503e-09,128,1.0,2026-06-29T11:00:00+00:00,2026-07-15T09:00:00+00:00
 ETS,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,17.859727208390915,3.493900046852986,0.2757043990554477,2.8849886649305625,-79.25758677563775,30.660570651980017,-0.08309677419354838,0.16934401565468715,125,1.0,2026-06-29T11:00:00+00:00,2026-07-15T08:00:00+00:00
-ETS,usgs_earthquake_all_week_hourly_earthquake_count/1h/short,Hazards,1h,24,1.0702220450246576,1.0001665983607655,0.5437074225362764,0.6417556199691208,27.96042222633974,0.5730160489456668,0.49781976744186046,5.880891098467007e-17,129,1.0,2026-06-29T10:00:00+00:00,2026-07-15T10:00:00+00:00
-ETS,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,9.529148712648515,1.1560300174472817,0.012162090751446185,0.9346114329097691,21.725588538995755,98.74911714996354,-0.08396226415094339,0.11506673718289469,160,1.0,2026-06-30T05:40:00+00:00,2026-07-16T00:10:00+00:00
 ETS,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,7,1.1313430763801848,1.0188202141730414,0.2182207296054585,0.687382519882949,49.180771440097146,0.780795785122703,0.4242424242424242,0.06286914699241088,12,1.0,2026-06-28T00:00:00+00:00,2026-07-14T00:00:00+00:00
-Moirai-2.0,binance_btcusdt_1h_close/1h/short,Finance,1h,24,1.3708024038378497,0.960017730333424,0.009150281442287063,0.702857384512294,30.945408960749962,1.6837760807858104,0.37232566630156994,1.0753869995131232e-12,166,1.0,2026-07-03T07:00:00+00:00,2026-07-15T09:00:00+00:00
 Moirai-2.0,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,2.243386234699185,1.3353250212235548,0.010868346807263353,0.795401711033584,23.753293161453048,1.9127018226515404,0.4871794871794871,0.021581605765633543,13,1.0,2026-07-10T05:00:00+00:00,2026-07-15T03:00:00+00:00
-Moirai-2.0,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,12.255103774480917,0.5832866265830096,,0.23444490677535604,-21.72193922717614,100.22925743949712,-0.0907587964508206,0.140698842188833,143,0.0,2026-07-03T04:20:00+00:00,2026-07-16T04:30:00+00:00
 Moirai-2.0,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,1.2167879962794958e-13,3.4882488390014493e-07,,4.100515180343539e-07,0.0,2.5292423260587766e-29,0.0,1.0,259,0.0,2026-07-01T21:10:00+00:00,2026-07-15T20:45:00+00:00
 Moirai-2.0,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.46844960369305616,0.583288020122058,0.03986954756139302,0.40727322171905145,9.54445213291393,0.7200459481285043,-0.2051282051282051,0.3674042836022003,13,1.0,2026-06-30T23:00:00+00:00,2026-07-13T23:00:00+00:00
 Moirai-2.0,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,0.6775822057513898,0.6936172001047611,0.7698954358470784,0.46079238901981356,39.685521611086905,0.8272135267344977,0.03567112393279014,0.4237173408741324,227,1.0,2026-07-03T07:42:00+00:00,2026-07-15T22:48:00+00:00
 Moirai-2.0,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,3.0120326620895286,1.5547458951954376,0.13894209416616576,1.0388108753846585,3.7304690570947203,3.8325361564394727,0.04609125254286544,0.35024892128322294,186,1.0,2026-07-02T10:10:00+00:00,2026-07-15T00:40:00+00:00
 Moirai-2.0,nws_ksfo_observations_temperature/1h/short,Weather,1h,24,2.670225338703816,0.8791254469903079,0.03496247950075732,0.6108317841224591,37.06055843587799,11.37096795671203,0.09175920514319111,0.30456198913461274,59,1.0,2026-07-07T21:00:00+00:00,2026-07-15T23:00:00+00:00
-Moirai-2.0,open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Air Quality,1h,24,0.4673139209212909,0.5853471607111866,0.3413538327835399,0.39432433061243394,15.511653239863495,0.5608922298717551,-0.4570297029702971,1.268875661675933e-11,101,1.0,2026-07-03T07:00:00+00:00,2026-07-15T09:00:00+00:00
-Moirai-2.0,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,0.48708393424747704,0.6215506965390665,0.04613140637907879,0.46189824735388185,14.318852035161509,0.48108365249055346,-0.12323232323232325,0.06927053219464735,100,1.0,2026-07-03T08:00:00+00:00,2026-07-15T08:00:00+00:00
 Moirai-2.0,usgs_earthquake_all_week_hourly_earthquake_count/1h/short,Hazards,1h,24,1.1538237329665562,1.0516435964014679,0.52303672371466,0.6814039652577378,32.57486009231618,0.4801468218602899,0.3687416714258519,3.3981295321138384e-08,103,1.0,2026-07-03T07:00:00+00:00,2026-07-15T10:00:00+00:00
 Moirai-2.0,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,1.6383381144207299,0.8680214341010768,0.011910153623071355,0.6099623513100394,39.395278215852066,3.758976949253791,0.015999999999999997,0.7913025244072072,125,1.0,2026-07-04T03:20:00+00:00,2026-07-16T00:10:00+00:00
 Moirai-2.0,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,7,0.311049253060887,0.4573616619852764,0.07737948801056123,0.32807510283951974,85.4490436812284,0.478254505383789,0.7818181818181819,0.0003334435626102293,11,1.0,2026-07-01T00:00:00+00:00,2026-07-14T00:00:00+00:00
@@ -72,23 +72,23 @@ Moving-Average,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.985696297
 Moving-Average,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,1.3925052404396048,1.0230972117504284,2.116716740312421,0.8982865561331441,5.233821566574112,1.5705249834223165,0.1742962849300121,1.4541856639925633e-06,343,1.0,2026-06-29T10:00:00+00:00,2026-07-15T22:48:00+00:00
 Moving-Average,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,2.7418266302404866,1.4710286944767128,0.14571244093415733,1.1723334168323798,11.051910519339893,3.5899170291372435,-0.03421096763374141,0.4039238800184892,268,1.0,2026-06-28T11:10:00+00:00,2026-07-15T00:40:00+00:00
 Moving-Average,nws_ksfo_observations_temperature/1h/short,Weather,1h,24,2.8914444303842557,1.068962110527693,0.06617696620566264,0.8956165091670224,16.219078657811732,9.585776068034434,0.03774486383182035,0.5941010151538975,92,1.0,2026-07-04T00:00:00+00:00,2026-07-15T23:00:00+00:00
-Moving-Average,open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Air Quality,1h,24,1.5570492249668435,0.9981914162133761,0.45961918543090197,0.7764029287274858,-1.4387232373510566,2.6186137033023815,-0.3949311023622048,3.798904720893685e-11,128,1.0,2026-06-29T11:00:00+00:00,2026-07-15T09:00:00+00:00
 Moving-Average,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,0.9059342831862351,0.9091837973773266,0.0643500759268075,0.6417490385591864,-25.95365678243614,0.5373485032922363,0.17625806451612902,0.0035559328709579003,125,1.0,2026-06-29T11:00:00+00:00,2026-07-15T08:00:00+00:00
 Moving-Average,usgs_earthquake_all_week_hourly_earthquake_count/1h/short,Hazards,1h,24,1.1011236593499676,1.0181385949137387,0.5836961964063078,0.6547811591155983,26.154575114274515,0.5396225353493703,0.48522286821705424,3.467189066963114e-16,129,1.0,2026-06-29T10:00:00+00:00,2026-07-15T10:00:00+00:00
 Moving-Average,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,10.551794018832512,1.455080501271727,0.020251896853897756,1.2321301671013405,4.547725531209552,98.73393130666537,0.10927672955974842,0.040273772841606124,160,1.0,2026-06-30T05:40:00+00:00,2026-07-16T00:10:00+00:00
 Moving-Average,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,7,1.0652232109108681,1.0027530678837988,0.20673016252915669,0.648444776941769,50.22952338644058,0.6009747327716112,0.6666666666666666,0.0018032758136924804,12,1.0,2026-06-28T00:00:00+00:00,2026-07-14T00:00:00+00:00
 Seasonal-Naive,binance_btcusdt_1h_close/1h/short,Finance,1h,24,3.185679956683005,1.5368557871489055,0.013866649145764383,1.043440404900743,0.0,3.2352307665242046,0.012560957588296146,0.7906353564449451,202,1.0,2026-06-29T09:00:00+00:00,2026-07-15T09:00:00+00:00
 Seasonal-Naive,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,4.81197159216253,1.9626383073005413,0.014832723916286915,1.3261550646536395,0.0,3.8475650452891434,0.11462450592885376,0.46394161057118555,23,1.0,2026-06-30T08:00:00+00:00,2026-07-15T03:00:00+00:00
-Seasonal-Naive,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,8.367717697004528,0.4639230413555472,,0.1853388064015628,0.0,81.48694718224242,0.12647644616662085,0.02013974514978448,217,0.0,2026-06-29T09:30:00+00:00,2026-07-16T04:30:00+00:00
 Seasonal-Naive,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,0.0,0.0,,0.0,0.0,0.0,0.0,1.0,382,0.0,2026-06-25T14:25:00+00:00,2026-07-15T20:45:00+00:00
 Seasonal-Naive,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.5372909928450421,0.6565477892533296,0.04656068585643573,0.4671885724576718,0.0,0.5562323379834264,-0.2205882352941176,0.23617204064651248,17,1.0,2026-06-26T23:00:00+00:00,2026-07-13T23:00:00+00:00
-Seasonal-Naive,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,1.4614635182280034,1.059158691035298,2.1557180824270423,0.9344331069203037,0.0,1.5993225787305914,0.19031798766018038,1.379181837846368e-07,344,1.0,2026-06-29T09:30:00+00:00,2026-07-15T22:48:00+00:00
 Seasonal-Naive,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,3.192580415875524,1.6172534404762393,0.15344601147225959,1.3174835067746955,0.0,3.68193628878191,-0.040337346723630915,0.3241550691064121,269,1.0,2026-06-28T11:00:00+00:00,2026-07-15T00:40:00+00:00
 Seasonal-Naive,nws_ksfo_observations_temperature/1h/short,Weather,1h,24,2.907553326809399,1.1113168709918815,0.06395200154691993,0.8936284979553439,0.0,9.58160211148785,0.053763440860215055,0.4452669441695035,93,1.0,2026-07-03T23:00:00+00:00,2026-07-15T23:00:00+00:00
-Seasonal-Naive,open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Air Quality,1h,24,1.8435837784291196,1.0715364789762105,0.4710827650826908,0.886651948694078,0.0,2.7492635962771863,-0.4115794573643411,4.579945169191257e-12,129,1.0,2026-06-29T09:00:00+00:00,2026-07-15T09:00:00+00:00
 Seasonal-Naive,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,0.5341772823222161,0.6897109372890504,0.049690593505953715,0.49300685282012546,0.0,0.3651427746136565,-0.06971428571428571,0.2469802561289698,126,1.0,2026-06-29T09:00:00+00:00,2026-07-15T08:00:00+00:00
 Seasonal-Naive,usgs_earthquake_all_week_hourly_earthquake_count/1h/short,Hazards,1h,24,1.936367079375775,1.3395312012762504,0.6632676104880159,1.0560016639199106,0.0,1.0913167947948774,0.6612999403697077,6.428558624412375e-29,130,1.0,2026-06-29T09:00:00+00:00,2026-07-15T10:00:00+00:00
-Seasonal-Naive,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,10.655306682527316,1.5266209640259838,0.020187351182256615,1.207559195140001,0.0,98.415490011524,0.08998239384831523,0.09098382826801032,161,1.0,2026-06-30T04:40:00+00:00,2026-07-16T00:10:00+00:00
 Seasonal-Naive,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,7,3.004558558327106,1.7215255908244478,0.38677585211730797,1.5020147944064275,0.0,0.775667846912197,0.6666666666666666,0.0018032758136924804,12,1.0,2026-06-28T00:00:00+00:00,2026-07-14T00:00:00+00:00
 Sundial,binance_btcusdt_1h_close/1h/short,Finance,1h,24,2.4222323840264717,1.4051933173830629,0.014487653851333304,1.1098187479074446,1.2213294874687477,2.083057268300356,-0.11527473257590858,0.023936984540790854,174,1.0,2026-07-01T08:00:00+00:00,2026-07-15T09:00:00+00:00
 Sundial,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,2.5887357146784913,1.4386784063828177,0.011652006730675837,1.0824188783766358,25.80471107054728,2.1609042349069365,0.10294117647058822,0.5976439315443395,17,1.0,2026-07-01T13:00:00+00:00,2026-07-15T03:00:00+00:00
@@ -97,22 +97,22 @@ Sundial,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,
 Sundial,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.40107845843999096,0.5745297908213665,0.03938542900745856,0.3840188934231395,11.418968649940878,0.43133120613500575,-0.29523809523809524,0.13946285911906778,15,1.0,2026-06-28T23:00:00+00:00,2026-07-13T23:00:00+00:00
 Sundial,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,0.3935694629629083,0.5441373213277437,0.7949605449040757,0.3609317237347076,52.38014374233011,0.3891377688746121,0.06469662979293984,0.10720990093489796,279,1.0,2026-07-01T07:24:00+00:00,2026-07-15T22:48:00+00:00
 Sundial,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,3.3525574190449734,1.7010873775756825,0.16969064884387594,1.2694039885684192,-4.951687124075723,3.637391710615185,-0.00992836496166897,0.8269293879936398,219,1.0,2026-06-30T09:40:00+00:00,2026-07-15T00:40:00+00:00
-Sundial,nws_ksfo_observations_temperature/1h/short,Weather,1h,24,2.881456278598701,1.0224167870279186,0.04675885085597254,0.7204555593446484,14.578590822390296,10.258215961261458,0.11796042617960426,0.13985682980676,73,1.0,2026-07-05T21:00:00+00:00,2026-07-15T23:00:00+00:00
-Sundial,open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Air Quality,1h,24,1.105691203260882,0.7650057416535555,0.3652262757219699,0.5340715058291721,19.257548565632312,2.5708739404630996,-0.49680589680589676,1.0817375484851017e-14,111,1.0,2026-07-01T08:00:00+00:00,2026-07-15T09:00:00+00:00
 Sundial,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,0.5141600714192682,0.6604460141531016,0.048515419757492795,0.48644234506889433,8.090585999779256,0.41023215511552724,-0.01938386985115957,0.7662064053986799,108,1.0,2026-07-01T08:00:00+00:00,2026-07-15T08:00:00+00:00
-Sundial,usgs_earthquake_all_week_hourly_earthquake_count/1h/short,Hazards,1h,24,1.2737384884674783,1.1080370635627104,0.5948496058256295,0.7495549951434518,22.535418431361574,0.48626465661456286,0.33059418457648543,2.0926593850967352e-07,113,1.0,2026-07-01T08:00:00+00:00,2026-07-15T10:00:00+00:00
 Sundial,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,11.154047826123449,1.3330584678840924,0.015319912802653556,0.9423031822751686,13.488001412867547,107.07637839731657,0.03616557734204793,0.5322372703455993,136,1.0,2026-07-02T03:40:00+00:00,2026-07-16T00:10:00+00:00
 Sundial,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,7,0.30697768515283325,0.502852215783619,0.08900349482340776,0.3298096271213738,84.48081756374933,0.3209056955750965,0.7090909090909091,0.0015912097162097162,11,1.0,2026-06-30T00:00:00+00:00,2026-07-14T00:00:00+00:00
-TabPFN-TS,binance_btcusdt_1h_close/1h/short,Finance,1h,24,1.3100609014686495,0.9665912156250712,0.009449752078547261,0.8299555205088123,24.59822452376669,1.5647086802767538,0.3371069182389937,2.5013947028777494e-10,160,1.0,2026-07-01T13:00:00+00:00,2026-07-15T09:00:00+00:00
 TabPFN-TS,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,1.8969828061700265,1.2371091661194575,0.010732790465123527,1.0577637319113988,24.2132698043662,1.873512794336576,0.33333333333333326,0.12885137496248608,13,1.0,2026-07-10T05:00:00+00:00,2026-07-15T03:00:00+00:00
-TabPFN-TS,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,12.792546834062843,0.6079053627458675,,0.24364251968721393,-22.054776181924208,102.3916132551164,-0.10243422141023573,0.10609770026821734,137,0.0,2026-07-01T12:55:00+00:00,2026-07-16T04:30:00+00:00
 TabPFN-TS,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,0.0,0.0,,0.0,0.0,0.0,0.0,1.0,245,0.0,2026-06-30T03:30:00+00:00,2026-07-15T20:45:00+00:00
 TabPFN-TS,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.4692964302233923,0.5897762804752296,0.03942712306896696,0.4657650230911063,10.521442130627491,0.6137414622510015,-0.07692307692307693,0.7471887597172815,14,1.0,2026-06-28T23:00:00+00:00,2026-07-13T23:00:00+00:00
 TabPFN-TS,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,0.968560035732193,0.8721928073245038,0.9572491890910784,0.7116767891328828,22.721442790437738,0.8932895072733205,-0.006967670011148272,0.8811785466123565,208,1.0,2026-07-01T12:54:00+00:00,2026-07-15T22:48:00+00:00
 TabPFN-TS,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,3.036726637903359,1.5494299098584823,0.13742158623049014,1.3158209160381542,4.751400284042629,3.9459106681846814,0.014921360397902945,0.770715218319195,173,1.0,2026-06-30T13:20:00+00:00,2026-07-15T00:40:00+00:00
 TabPFN-TS,nws_ksfo_observations_temperature/1h/short,Weather,1h,24,3.0669307026933486,0.9634836711907595,0.03523961683690969,0.736313878115392,32.539994057587926,11.885777737268304,0.1264849755415793,0.1769092815963943,54,1.0,2026-07-06T02:00:00+00:00,2026-07-15T23:00:00+00:00
-TabPFN-TS,open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Air Quality,1h,24,0.5068334238231693,0.5954612894767891,0.3352764232251574,0.4885969782114152,10.635985970064654,0.7154303859225847,-0.494017094017094,4.051709687384728e-12,91,1.0,2026-07-01T13:00:00+00:00,2026-07-15T09:00:00+00:00
-TabPFN-TS,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,0.4628144545903948,0.6270899405680983,0.046328725842066334,0.5160690299436954,8.56702883487919,0.4278964489741574,-0.17952559300873908,0.01221415841665149,90,1.0,2026-07-01T13:00:00+00:00,2026-07-15T08:00:00+00:00
 TabPFN-TS,usgs_earthquake_all_week_hourly_earthquake_count/1h/short,Hazards,1h,24,1.1796364922641551,1.0685610431862949,0.5662336029383177,0.8729660812873433,29.690305886150128,0.41940904731976564,0.2780697563306259,8.639148604406405e-05,92,1.0,2026-07-01T13:00:00+00:00,2026-07-15T10:00:00+00:00
 TabPFN-TS,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,1.9119260584022026,1.0106510005625382,0.01537601388140498,0.8062536591268382,27.274926129581694,3.88856978854233,0.004837364470391993,0.9402871980068285,110,1.0,2026-07-02T08:40:00+00:00,2026-07-16T00:10:00+00:00
 TabPFN-TS,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,7,0.2720841259482785,0.4809203309915177,0.08483954461896244,0.37272845270807714,85.14918825367508,0.2556199226014912,0.6969696969696969,0.0009744810873283095,12,1.0,2026-06-30T00:00:00+00:00,2026-07-14T00:00:00+00:00
@@ -122,24 +122,24 @@ TiRex,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate
 TiRex,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,2.0440368407041843e-18,1.4296981641955699e-09,,1.3977486927145102e-09,0.0,0.0,0.0,1.0,399,0.0,2026-06-25T14:45:00+00:00,2026-07-15T20:45:00+00:00
 TiRex,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.4035830174179901,0.5531360710144114,0.03746978243713372,0.3754133371305715,18.088075766288227,0.48133297647424444,-0.16176470588235295,0.3927276123262421,17,1.0,2026-06-26T23:00:00+00:00,2026-07-13T23:00:00+00:00
 TiRex,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,0.3846789643209985,0.5192193146370672,0.594151158056408,0.3472204429057968,44.96156100460176,0.48921895518963754,-0.04191855037419079,0.23382060479568556,362,1.0,2026-06-29T10:00:00+00:00,2026-07-15T22:48:00+00:00
-TiRex,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,2.998103037178784,1.5383151322483635,0.1531491031677506,1.0467095417033718,6.396075940100781,3.6915331822127984,-0.11652911334898158,0.0035321908148731227,282,1.0,2026-06-28T11:10:00+00:00,2026-07-15T00:40:00+00:00
-TiRex,nws_ksfo_observations_temperature/1h/short,Weather,1h,24,2.468994721394927,0.8596170375096616,0.037194240537534014,0.6036450284928152,41.50715153356337,9.60643761665164,0.0716831683168317,0.28815304090301486,101,1.0,2026-07-04T00:00:00+00:00,2026-07-15T23:00:00+00:00
 TiRex,open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Air Quality,1h,24,0.9850508771103739,0.7400661519298001,0.32244319345037015,0.5114792145982051,23.905299120028623,2.2505867329406413,-0.3431034482758621,9.165654886857271e-10,145,1.0,2026-06-29T11:00:00+00:00,2026-07-15T09:00:00+00:00
 TiRex,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,0.4156861928651839,0.5883414585461341,0.04301385601047368,0.4217977654645307,17.074112271039343,0.3676353686778173,-0.024254881808838648,0.6707186075561968,140,1.0,2026-06-29T11:00:00+00:00,2026-07-15T08:00:00+00:00
 TiRex,usgs_earthquake_all_week_hourly_earthquake_count/1h/short,Hazards,1h,24,1.0739269631084485,1.0096240719631466,0.5548637632640986,0.6489345267437511,26.93051666545838,0.4875544687426334,0.49532357109116676,7.242712089490281e-19,146,1.0,2026-06-29T10:00:00+00:00,2026-07-15T10:00:00+00:00
 TiRex,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,9.08262913518838,1.0321745136332547,0.009870705172517024,0.7351447579611954,33.64342961262931,98.80714737316053,0.05011494252873563,0.32482823868616606,175,1.0,2026-06-30T05:40:00+00:00,2026-07-16T00:10:00+00:00
 TiRex,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,7,0.264066041041729,0.4415141088862623,0.07813060109740003,0.3225560699043485,86.57463469675491,0.3690676350693244,0.6666666666666665,0.000942590074534519,13,1.0,2026-06-28T00:00:00+00:00,2026-07-14T00:00:00+00:00
-TimesFM-2.5,binance_btcusdt_1h_close/1h/short,Finance,1h,24,1.6825017319482645,1.092844174565844,0.01070397739957136,0.8972679676095177,27.923567729465983,1.9298827734277841,0.08944444444444445,0.04582961240731735,225,1.0,2026-06-29T09:00:00+00:00,2026-07-15T09:00:00+00:00
 TimesFM-2.5,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,2.2942874142785006,1.3210245454063332,0.009315013431961432,1.0877713540715093,33.64327233586681,2.462436275023381,0.09420289855072464,0.5392054402251256,24,1.0,2026-06-30T08:00:00+00:00,2026-07-15T03:00:00+00:00
 TimesFM-2.5,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,7.754448518382194,0.3688564405270833,,0.15188572704266515,-28.249638024784954,79.84955522899448,0.03311351080259587,0.5015265985366798,226,0.0,2026-06-29T10:05:00+00:00,2026-07-16T04:30:00+00:00
 TimesFM-2.5,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,0.0,0.0,,0.0,0.0,0.0,0.0,1.0,399,0.0,2026-06-25T14:45:00+00:00,2026-07-15T20:45:00+00:00
 TimesFM-2.5,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.39666062722620804,0.5722300715475206,0.04532664111174528,0.41112577375176373,11.526794234140088,0.3882740336062255,-0.24999999999999997,0.17665741934030035,17,1.0,2026-06-26T23:00:00+00:00,2026-07-13T23:00:00+00:00
 TimesFM-2.5,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,0.1784580752114013,0.36074209879057645,0.2534365830337414,0.27724740858830876,61.73992363706185,0.2090578924651073,0.005478180129990714,0.8766973600397808,360,1.0,2026-06-29T10:00:00+00:00,2026-07-15T22:48:00+00:00
-TimesFM-2.5,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,2.7948994137859273,1.5000188881777945,0.1340461323416351,1.2616105067253371,7.541398437595934,3.3490414022360433,-0.060447742358850094,0.13021860952747744,282,1.0,2026-06-28T11:10:00+00:00,2026-07-15T00:40:00+00:00
 TimesFM-2.5,nws_ksfo_observations_temperature/1h/short,Weather,1h,24,2.473458750158442,0.883920069404717,0.039945153768864705,0.7179661355505145,37.40913646012532,9.426150906207923,0.060606060606060615,0.3716242470071768,100,1.0,2026-07-04T00:00:00+00:00,2026-07-15T23:00:00+00:00
-TimesFM-2.5,open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Air Quality,1h,24,1.0428044935497882,0.7606085646719414,0.3182895199696769,0.5819196261763165,19.215585131862788,2.43810066930061,-0.35431235431235425,2.957721602770097e-10,144,1.0,2026-06-29T11:00:00+00:00,2026-07-15T09:00:00+00:00
 TimesFM-2.5,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,0.4730714770956638,0.6248524642119199,0.055095554501820895,0.4780342496668898,12.327897271184918,0.43299637545479186,0.0039054470709146967,0.945420827627536,140,1.0,2026-06-29T11:00:00+00:00,2026-07-15T08:00:00+00:00
-TimesFM-2.5,usgs_earthquake_all_week_hourly_earthquake_count/1h/short,Hazards,1h,24,1.0572656599734362,0.9992067525056731,0.4786634844688634,0.7938031132374094,28.260460123112114,0.5061335696579102,0.47835249042145594,1.3767534884701614e-17,145,1.0,2026-06-29T10:00:00+00:00,2026-07-15T10:00:00+00:00
 TimesFM-2.5,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,8.856131483171826,1.067634009147972,0.010944352398181515,0.8498352972277405,30.30097162760042,94.44795501864014,0.05431855500821018,0.2858947117185663,175,1.0,2026-06-30T05:40:00+00:00,2026-07-16T00:10:00+00:00
 TimesFM-2.5,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,7,0.2533319875228664,0.43326911971043774,0.07514545697242102,0.3342415765263456,87.03445535914487,0.3555166441419695,0.5384615384615383,0.010117397391702948,13,1.0,2026-06-28T00:00:00+00:00,2026-07-14T00:00:00+00:00
 Toto-1.0,binance_btcusdt_1h_close/1h/short,Finance,1h,24,2.3390955819778942,1.3136094823201065,0.009932718121348065,0.7583089452938052,-1.1320669239847538,2.9334971449144085,0.24736241802110068,1.939221820858541e-06,168,1.0,2026-07-03T07:00:00+00:00,2026-07-15T09:00:00+00:00
@@ -149,9 +149,9 @@ Toto-1.0,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short
 Toto-1.0,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,1.0957518419392065,0.8354694408054442,0.03499336568457118,0.3507674349249648,-10.005441444596025,1.768233281041278,0.0,1.0,13,1.0,2026-06-30T23:00:00+00:00,2026-07-13T23:00:00+00:00
 Toto-1.0,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,1.3429746652703485,0.9646634692789048,0.7380951496896002,0.3886267521289761,16.902462228160317,2.6393702582059344,0.014632651497739981,0.7416811434391406,229,1.0,2026-07-03T07:42:00+00:00,2026-07-15T22:48:00+00:00
 Toto-1.0,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,61.402648935897794,5.411243299797786,0.13274600439531145,1.0505584991326313,-65.42601418615229,190.85744655887092,0.011377858686995108,0.8166557926317213,188,1.0,2026-07-02T10:10:00+00:00,2026-07-15T00:40:00+00:00
-Toto-1.0,nws_ksfo_observations_temperature/1h/short,Weather,1h,24,8.45680483631431,1.7566451020306872,0.03543346962187676,0.6053896244254073,-21.810618327960736,31.64405952117616,0.15141242937853108,0.0873982232047124,60,1.0,2026-07-07T21:00:00+00:00,2026-07-15T23:00:00+00:00
-Toto-1.0,open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Air Quality,1h,24,1.9093557714979845,1.1520162921984518,0.39121736043589544,0.4159002101446004,-31.590089057280007,3.2552507027550948,-0.5181518151815181,1.1905965521394861e-14,102,1.0,2026-07-03T07:00:00+00:00,2026-07-15T09:00:00+00:00
-Toto-1.0,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,0.4789689770495598,0.6057606300029854,0.039610624121806826,0.39029234445290084,16.566427586007933,0.661031889485235,-0.17454545454545456,0.010079414702678521,100,1.0,2026-07-03T08:00:00+00:00,2026-07-15T08:00:00+00:00
 Toto-1.0,usgs_earthquake_all_week_hourly_earthquake_count/1h/short,Hazards,1h,24,2.4164042663078966,1.4427936804739607,0.5462637714517009,0.7125617373863284,5.9965544683086565,2.336537090240534,0.1725274725274725,0.009099466114286704,105,1.0,2026-07-03T07:00:00+00:00,2026-07-15T10:00:00+00:00
-Toto-1.0,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,4.693870984031082,1.5951559366147092,0.012516142087819327,0.695521881042006,2.2648150194447036,9.167385469595741,-0.10136232970878638,0.09100310068490992,127,1.0,2026-07-04T03:20:00+00:00,2026-07-16T00:10:00+00:00
 Toto-1.0,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,7,1.5006252257489727,1.1816484555571243,0.218384319172006,0.7118851743778154,39.139333451691265,0.7861688170346988,0.2,0.4453821448613115,11,1.0,2026-07-01T00:00:00+00:00,2026-07-14T00:00:00+00:00

 model,dataset,domain,frequency,prediction_lengths,MSE,RMSE,MAPE,CRPS,RTG,Stability,Improvement,Improvement_pvalue,n_releases,MAPE_coverage,first_release,last_release
+ARIMA,binance_btcusdt_1h_close/1h/short,Finance,1h,24,2.0781272639536508,1.2720582937623608,0.014677843005281774,1.1941303775040555,10.535102231927551,2.1776472663609323,0.046253879119255215,0.32826631174382903,202,1.0,2026-06-29T09:00:00+00:00,2026-07-15T09:00:00+00:00
 ARIMA,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,2.1835943378429796,1.3648670469602047,0.011560068634892949,1.103221155625194,20.907152338163392,1.8863586976022453,-0.05928853754940712,0.7146629598253967,23,1.0,2026-06-30T08:00:00+00:00,2026-07-15T03:00:00+00:00
 ARIMA,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,8.095440646011408,0.426004357993392,,0.17496026182861973,-31.589362357504182,81.56885086680606,-0.031969061308055165,0.5220429622942446,216,0.0,2026-06-29T10:05:00+00:00,2026-07-16T04:30:00+00:00
 ARIMA,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,9.578202015526528e-15,9.786828912128036e-08,,2.5021713821890616e-07,0.0,1.579796396230288e-30,0.0,1.0,381,0.0,2026-06-25T14:45:00+00:00,2026-07-15T20:45:00+00:00
 ARIMA,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,1.9302650718263166,1.2754666730700712,0.08769173816928663,0.9898259130465782,-46.035299321682906,1.462334239157471,-0.2794117647058823,0.12878898834482916,17,1.0,2026-06-26T23:00:00+00:00,2026-07-13T23:00:00+00:00
 ARIMA,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,1.1173268526347169,0.9284448442843316,1.2553452717214157,0.7253362173632051,7.620472627420214,1.1343880976627136,-0.0034951323887951174,0.9230416098143556,343,1.0,2026-06-29T10:00:00+00:00,2026-07-15T22:48:00+00:00
+ARIMA,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,2.754843143263137,1.4649136577213862,0.13583813984338516,1.0707457632297632,11.477200443145373,3.482125478857577,-0.08491251607132877,0.03830433624265559,268,1.0,2026-06-28T11:10:00+00:00,2026-07-15T00:40:00+00:00
 ARIMA,nws_ksfo_observations_temperature/1h/short,Weather,1h,24,2.224989505012516,0.8376872389949994,0.03753078258092905,0.6302451084156856,31.472996936085384,9.894620159763747,0.07644529383659818,0.2804556277713832,92,1.0,2026-07-04T00:00:00+00:00,2026-07-15T23:00:00+00:00
+ARIMA,open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Air Quality,1h,24,1.7647709676327106,0.9649394704932509,0.4485910872306714,0.7540282087612884,3.9461728565636345,3.9728393187614532,-0.34670275590551186,6.463395894807295e-09,128,1.0,2026-06-29T11:00:00+00:00,2026-07-15T09:00:00+00:00
 ARIMA,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,1.744970697755413,1.2245609508493513,0.09388649252820105,0.954727356091141,-42.6156267105238,1.4842381915510776,0.010838709677419353,0.8577347826161466,125,1.0,2026-06-29T11:00:00+00:00,2026-07-15T08:00:00+00:00
 ARIMA,usgs_earthquake_all_week_hourly_earthquake_count/1h/short,Hazards,1h,24,1.1058403208218603,1.0230966428366544,0.5587063858600632,0.6420700924085584,25.43667316136124,0.5106102603618081,0.4789244186046512,8.280252645624546e-16,129,1.0,2026-06-29T10:00:00+00:00,2026-07-15T10:00:00+00:00
 ARIMA,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,10.08994602508321,1.3991672748541386,0.01466782559838931,1.151926544561818,8.54680697146917,98.73022415688649,-0.03333333333333333,0.5315724856979931,160,1.0,2026-06-30T05:40:00+00:00,2026-07-16T00:10:00+00:00
 Chronos-2,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,18;36,7.719976259021683,0.36753432219956533,,0.16104704755589896,-31.08042544665721,79.67138485011921,-0.06639299274275363,0.17089564986291095,227,0.0,2026-06-29T10:05:00+00:00,2026-07-16T04:30:00+00:00
 Chronos-2,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,1.7296862743653316e-18,1.3151753777977035e-09,,2.356162747109682e-09,0.0,5.7850256404217985e-34,0.0,1.0,400,0.0,2026-06-25T14:45:00+00:00,2026-07-15T20:45:00+00:00
 Chronos-2,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.4034752160569619,0.5640757704419535,0.038800312711412384,0.3810058947083568,14.808350371851233,0.4363588341672862,-0.1764705882352941,0.34884640290128766,17,1.0,2026-06-26T23:00:00+00:00,2026-07-13T23:00:00+00:00
+Chronos-2,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,0.32652581169102407,0.47561331252052585,0.4713680118441187,0.31429215921964343,49.83443322475304,0.431589194193426,-0.07751641389020676,0.027691556270958314,362,1.0,2026-06-29T10:00:00+00:00,2026-07-15T22:48:00+00:00
 Chronos-2,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,2.8648221142387063,1.5075418809710113,0.14878995203194484,1.0217946168303913,8.130329304577721,3.5648063257893874,-0.025035711600631536,0.5300927213113484,283,1.0,2026-06-28T11:10:00+00:00,2026-07-15T00:40:00+00:00
 Chronos-2,nws_ksfo_observations_temperature/1h/short,Weather,1h,24,2.770662920708487,0.9383375365561323,0.04147426688621382,0.6664343471483456,32.51750738043405,9.969986449028195,0.026208503203261502,0.6962897689185866,102,1.0,2026-07-04T00:00:00+00:00,2026-07-15T23:00:00+00:00
+Chronos-2,open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Air Quality,1h,24,1.0677397031333398,0.7745491025850207,0.34253831199243406,0.5241921889339188,22.11174385071111,2.4281725837905492,-0.3840275836361942,5.1314337446035656e-12,147,1.0,2026-06-29T11:00:00+00:00,2026-07-15T09:00:00+00:00
 Chronos-2,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,0.4098329130139734,0.5913263480266362,0.04289168784182915,0.40792861422708837,15.463463055874866,0.32119312663602123,-0.07121047966118388,0.20699426255239994,143,1.0,2026-06-29T11:00:00+00:00,2026-07-15T08:00:00+00:00
+Chronos-2,usgs_earthquake_all_week_hourly_earthquake_count/1h/short,Hazards,1h,24,1.0491015459142352,0.9960958911468009,0.5468874939162385,0.6391128838942243,27.95977216946342,0.49746408371710715,0.4822577679720537,3.394356855261354e-18,148,1.0,2026-06-29T10:00:00+00:00,2026-07-15T10:00:00+00:00
 Chronos-2,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,8.840781585457552,1.0708082942603048,0.011178590070782505,0.7613623774352078,28.180766927106934,94.18577434410699,0.004025974025974026,0.9367729022137692,176,1.0,2026-06-30T05:40:00+00:00,2026-07-16T00:10:00+00:00
 Chronos-2,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,7,0.2601033339657161,0.42556708119535114,0.07351561901925757,0.30982985390695883,87.15878842079518,0.3872809071728244,0.6666666666666665,0.000942590074534519,13,1.0,2026-06-28T00:00:00+00:00,2026-07-14T00:00:00+00:00
+Chronos-Bolt,binance_btcusdt_1h_close/1h/short,Finance,1h,24,1.3898433387201723,1.0023072081549642,0.010110041967795016,0.7301190852625448,21.345064152403474,1.615911948745529,0.2743532889874354,1.688901846040363e-07,165,1.0,2026-07-03T07:00:00+00:00,2026-07-15T09:00:00+00:00
 Chronos-Bolt,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,1.434917635696078,1.0845667353521302,0.009012756361644973,0.6758302251110483,34.34775524396121,1.3412128872050724,0.564102564102564,0.006677354602701825,13,1.0,2026-07-10T05:00:00+00:00,2026-07-15T03:00:00+00:00
+Chronos-Bolt,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,12.340327988546218,0.5871883873055893,,0.2374613023979303,-21.722874023827213,100.57147989058379,-0.0915778776787376,0.13826031337656836,142,0.0,2026-07-03T04:20:00+00:00,2026-07-16T04:30:00+00:00
 Chronos-Bolt,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,1.0941039077622847e-12,1.0459942197556757e-06,,3.214861849916891e-06,-100.0,0.0,0.0,1.0,258,0.0,2026-07-01T21:10:00+00:00,2026-07-15T20:45:00+00:00
 Chronos-Bolt,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.5407896486986483,0.6197702495476464,0.04292868161538711,0.44162601084301006,5.3523892959997985,0.7326612559527735,0.17948717948717946,0.4353804483839206,13,1.0,2026-06-30T23:00:00+00:00,2026-07-13T23:00:00+00:00
 Chronos-Bolt,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,1.2785501834347195,1.024108740995571,1.056174167080291,0.6889079604403255,8.789801168493412,1.062091231354897,-0.05628318584070797,0.2078768666275188,226,1.0,2026-07-03T07:42:00+00:00,2026-07-15T22:48:00+00:00
 Chronos-Bolt,nws_ksfo_observations_temperature/1h/short,Weather,1h,24,2.768843963278756,0.8902673165851895,0.03498639781627768,0.6413761405723531,39.70093271789535,11.382484507106362,0.07441016333938293,0.40932488546762036,58,1.0,2026-07-07T21:00:00+00:00,2026-07-15T23:00:00+00:00
 Chronos-Bolt,open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Air Quality,1h,24,0.522157379046315,0.6164642062201428,0.3791341192543787,0.41095448786921496,12.641973843686106,0.5925499731497222,-0.5854545454545456,6.1040332466138465e-18,100,1.0,2026-07-03T07:00:00+00:00,2026-07-15T09:00:00+00:00
 Chronos-Bolt,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,0.4204769577377792,0.5703392400885131,0.04198305886963446,0.4207031777631227,24.234508079420685,0.44506203015554285,-0.19934034219748506,0.003462626366242648,99,1.0,2026-07-03T08:00:00+00:00,2026-07-15T08:00:00+00:00
+Chronos-Bolt,usgs_earthquake_all_week_hourly_earthquake_count/1h/short,Hazards,1h,24,1.2598478186490247,1.1034051777587417,0.5882067184908369,0.7063909497606378,27.89162369137028,0.4666800157587678,0.35801980198019806,1.1264711321430286e-07,101,1.0,2026-07-03T07:00:00+00:00,2026-07-15T10:00:00+00:00
 Chronos-Bolt,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,1.7402024032924985,0.9231047478609323,0.012490933884683317,0.6835051123052159,37.97284532469044,3.8091781190652068,-0.04944688791150206,0.4173442482738925,123,1.0,2026-07-04T03:20:00+00:00,2026-07-16T00:10:00+00:00
 Chronos-Bolt,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,7,0.5994475939412556,0.6925743833743837,0.14053777689239663,0.5302434313741812,71.99076419481636,0.6509798234591309,0.5636363636363636,0.016540504248837583,11,1.0,2026-07-01T00:00:00+00:00,2026-07-14T00:00:00+00:00
 ETS,binance_btcusdt_1h_close/1h/short,Finance,1h,24,1.9647108707943564,1.1577853347347393,0.010336418244313444,0.9017538371284077,25.973204820586595,2.503849424929026,0.11698931087138566,0.013411146129740687,202,1.0,2026-06-29T09:00:00+00:00,2026-07-15T09:00:00+00:00
 ETS,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,9.578202015526528e-15,9.786828912128036e-08,,2.5021713821890616e-07,0.0,1.579796396230288e-30,0.0,1.0,381,0.0,2026-06-25T14:45:00+00:00,2026-07-15T20:45:00+00:00
 ETS,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,4.613841822151972,1.9749627383004722,0.14871868629777432,1.5776425945648054,-70.03597087468299,3.7819367559676875,-0.3235294117647059,0.07616914862439772,17,1.0,2026-06-26T23:00:00+00:00,2026-07-13T23:00:00+00:00
 ETS,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,1.82723705433434,1.1976111931912483,1.4254665321746736,0.9063212377487,-10.540280869435925,1.6689768373678622,0.05164271222273371,0.15347343952471834,343,1.0,2026-06-29T10:00:00+00:00,2026-07-15T22:48:00+00:00
+ETS,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,6.214766377447691,1.9682750449408175,0.18925169941864287,1.5773710336419178,-4.914391840705217,12.451332584584737,-0.1516574431214713,0.00021565261567463458,268,1.0,2026-06-28T11:10:00+00:00,2026-07-15T00:40:00+00:00
 ETS,nws_ksfo_observations_temperature/1h/short,Weather,1h,24,1.972878454121812,0.853143992192325,0.04758814209444523,0.6729960300640387,6.483095468375056,9.382395081066424,0.14811275680840896,0.03651580906292498,92,1.0,2026-07-04T00:00:00+00:00,2026-07-15T23:00:00+00:00
 ETS,open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Air Quality,1h,24,4.090237787674342,1.0799971852215726,0.48020446445513004,0.8513441543114932,2.4302505788623012,28.44990752921727,-0.3526082677165355,3.5658104390637503e-09,128,1.0,2026-06-29T11:00:00+00:00,2026-07-15T09:00:00+00:00
 ETS,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,17.859727208390915,3.493900046852986,0.2757043990554477,2.8849886649305625,-79.25758677563775,30.660570651980017,-0.08309677419354838,0.16934401565468715,125,1.0,2026-06-29T11:00:00+00:00,2026-07-15T08:00:00+00:00
+ETS,usgs_earthquake_all_week_hourly_earthquake_count/1h/short,Hazards,1h,24,1.0702220450246576,1.0001665983607655,0.5437074225362764,0.6417556199691208,27.96042222633974,0.5730160489456668,0.49781976744186046,5.880891098467009e-17,129,1.0,2026-06-29T10:00:00+00:00,2026-07-15T10:00:00+00:00
+ETS,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,9.529148712648515,1.1560300174472817,0.012162090751446185,0.9346114329097691,21.725588538995755,98.74911714996354,-0.08396226415094339,0.11506673718289472,160,1.0,2026-06-30T05:40:00+00:00,2026-07-16T00:10:00+00:00
 ETS,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,7,1.1313430763801848,1.0188202141730414,0.2182207296054585,0.687382519882949,49.180771440097146,0.780795785122703,0.4242424242424242,0.06286914699241088,12,1.0,2026-06-28T00:00:00+00:00,2026-07-14T00:00:00+00:00
+Moirai-2.0,binance_btcusdt_1h_close/1h/short,Finance,1h,24,1.3708024038378497,0.960017730333424,0.009150281442287063,0.702857384512294,30.945408960749962,1.6837760807858104,0.37232566630156994,1.0753869995131234e-12,166,1.0,2026-07-03T07:00:00+00:00,2026-07-15T09:00:00+00:00
 Moirai-2.0,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,2.243386234699185,1.3353250212235548,0.010868346807263353,0.795401711033584,23.753293161453048,1.9127018226515404,0.4871794871794871,0.021581605765633543,13,1.0,2026-07-10T05:00:00+00:00,2026-07-15T03:00:00+00:00
+Moirai-2.0,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,12.255103774480917,0.5832866265830096,,0.23444490677535604,-21.72193922717614,100.22925743949712,-0.0907587964508206,0.14069884218883302,143,0.0,2026-07-03T04:20:00+00:00,2026-07-16T04:30:00+00:00
 Moirai-2.0,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,1.2167879962794958e-13,3.4882488390014493e-07,,4.100515180343539e-07,0.0,2.5292423260587766e-29,0.0,1.0,259,0.0,2026-07-01T21:10:00+00:00,2026-07-15T20:45:00+00:00
 Moirai-2.0,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.46844960369305616,0.583288020122058,0.03986954756139302,0.40727322171905145,9.54445213291393,0.7200459481285043,-0.2051282051282051,0.3674042836022003,13,1.0,2026-06-30T23:00:00+00:00,2026-07-13T23:00:00+00:00
 Moirai-2.0,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,0.6775822057513898,0.6936172001047611,0.7698954358470784,0.46079238901981356,39.685521611086905,0.8272135267344977,0.03567112393279014,0.4237173408741324,227,1.0,2026-07-03T07:42:00+00:00,2026-07-15T22:48:00+00:00
 Moirai-2.0,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,3.0120326620895286,1.5547458951954376,0.13894209416616576,1.0388108753846585,3.7304690570947203,3.8325361564394727,0.04609125254286544,0.35024892128322294,186,1.0,2026-07-02T10:10:00+00:00,2026-07-15T00:40:00+00:00
 Moirai-2.0,nws_ksfo_observations_temperature/1h/short,Weather,1h,24,2.670225338703816,0.8791254469903079,0.03496247950075732,0.6108317841224591,37.06055843587799,11.37096795671203,0.09175920514319111,0.30456198913461274,59,1.0,2026-07-07T21:00:00+00:00,2026-07-15T23:00:00+00:00
+Moirai-2.0,open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Air Quality,1h,24,0.4673139209212909,0.5853471607111866,0.3413538327835399,0.39432433061243394,15.511653239863495,0.5608922298717551,-0.4570297029702971,1.2688756616759325e-11,101,1.0,2026-07-03T07:00:00+00:00,2026-07-15T09:00:00+00:00
+Moirai-2.0,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,0.48708393424747704,0.6215506965390665,0.04613140637907879,0.46189824735388185,14.318852035161509,0.48108365249055346,-0.12323232323232325,0.06927053219464734,100,1.0,2026-07-03T08:00:00+00:00,2026-07-15T08:00:00+00:00
 Moirai-2.0,usgs_earthquake_all_week_hourly_earthquake_count/1h/short,Hazards,1h,24,1.1538237329665562,1.0516435964014679,0.52303672371466,0.6814039652577378,32.57486009231618,0.4801468218602899,0.3687416714258519,3.3981295321138384e-08,103,1.0,2026-07-03T07:00:00+00:00,2026-07-15T10:00:00+00:00
 Moirai-2.0,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,1.6383381144207299,0.8680214341010768,0.011910153623071355,0.6099623513100394,39.395278215852066,3.758976949253791,0.015999999999999997,0.7913025244072072,125,1.0,2026-07-04T03:20:00+00:00,2026-07-16T00:10:00+00:00
 Moirai-2.0,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,7,0.311049253060887,0.4573616619852764,0.07737948801056123,0.32807510283951974,85.4490436812284,0.478254505383789,0.7818181818181819,0.0003334435626102293,11,1.0,2026-07-01T00:00:00+00:00,2026-07-14T00:00:00+00:00
 Moving-Average,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,1.3925052404396048,1.0230972117504284,2.116716740312421,0.8982865561331441,5.233821566574112,1.5705249834223165,0.1742962849300121,1.4541856639925633e-06,343,1.0,2026-06-29T10:00:00+00:00,2026-07-15T22:48:00+00:00
 Moving-Average,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,2.7418266302404866,1.4710286944767128,0.14571244093415733,1.1723334168323798,11.051910519339893,3.5899170291372435,-0.03421096763374141,0.4039238800184892,268,1.0,2026-06-28T11:10:00+00:00,2026-07-15T00:40:00+00:00
 Moving-Average,nws_ksfo_observations_temperature/1h/short,Weather,1h,24,2.8914444303842557,1.068962110527693,0.06617696620566264,0.8956165091670224,16.219078657811732,9.585776068034434,0.03774486383182035,0.5941010151538975,92,1.0,2026-07-04T00:00:00+00:00,2026-07-15T23:00:00+00:00
+Moving-Average,open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Air Quality,1h,24,1.5570492249668435,0.9981914162133761,0.45961918543090197,0.7764029287274858,-1.4387232373510566,2.6186137033023815,-0.3949311023622048,3.7989047208936835e-11,128,1.0,2026-06-29T11:00:00+00:00,2026-07-15T09:00:00+00:00
 Moving-Average,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,0.9059342831862351,0.9091837973773266,0.0643500759268075,0.6417490385591864,-25.95365678243614,0.5373485032922363,0.17625806451612902,0.0035559328709579003,125,1.0,2026-06-29T11:00:00+00:00,2026-07-15T08:00:00+00:00
 Moving-Average,usgs_earthquake_all_week_hourly_earthquake_count/1h/short,Hazards,1h,24,1.1011236593499676,1.0181385949137387,0.5836961964063078,0.6547811591155983,26.154575114274515,0.5396225353493703,0.48522286821705424,3.467189066963114e-16,129,1.0,2026-06-29T10:00:00+00:00,2026-07-15T10:00:00+00:00
 Moving-Average,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,10.551794018832512,1.455080501271727,0.020251896853897756,1.2321301671013405,4.547725531209552,98.73393130666537,0.10927672955974842,0.040273772841606124,160,1.0,2026-06-30T05:40:00+00:00,2026-07-16T00:10:00+00:00
 Moving-Average,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,7,1.0652232109108681,1.0027530678837988,0.20673016252915669,0.648444776941769,50.22952338644058,0.6009747327716112,0.6666666666666666,0.0018032758136924804,12,1.0,2026-06-28T00:00:00+00:00,2026-07-14T00:00:00+00:00
 Seasonal-Naive,binance_btcusdt_1h_close/1h/short,Finance,1h,24,3.185679956683005,1.5368557871489055,0.013866649145764383,1.043440404900743,0.0,3.2352307665242046,0.012560957588296146,0.7906353564449451,202,1.0,2026-06-29T09:00:00+00:00,2026-07-15T09:00:00+00:00
 Seasonal-Naive,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,4.81197159216253,1.9626383073005413,0.014832723916286915,1.3261550646536395,0.0,3.8475650452891434,0.11462450592885376,0.46394161057118555,23,1.0,2026-06-30T08:00:00+00:00,2026-07-15T03:00:00+00:00
+Seasonal-Naive,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,8.367717697004528,0.4639230413555472,,0.1853388064015628,0.0,81.48694718224242,0.12647644616662085,0.020139745149784484,217,0.0,2026-06-29T09:30:00+00:00,2026-07-16T04:30:00+00:00
 Seasonal-Naive,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,0.0,0.0,,0.0,0.0,0.0,0.0,1.0,382,0.0,2026-06-25T14:25:00+00:00,2026-07-15T20:45:00+00:00
 Seasonal-Naive,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.5372909928450421,0.6565477892533296,0.04656068585643573,0.4671885724576718,0.0,0.5562323379834264,-0.2205882352941176,0.23617204064651248,17,1.0,2026-06-26T23:00:00+00:00,2026-07-13T23:00:00+00:00
+Seasonal-Naive,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,1.4614635182280034,1.059158691035298,2.1557180824270423,0.9344331069203037,0.0,1.5993225787305914,0.19031798766018038,1.3791818378463677e-07,344,1.0,2026-06-29T09:30:00+00:00,2026-07-15T22:48:00+00:00
 Seasonal-Naive,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,3.192580415875524,1.6172534404762393,0.15344601147225959,1.3174835067746955,0.0,3.68193628878191,-0.040337346723630915,0.3241550691064121,269,1.0,2026-06-28T11:00:00+00:00,2026-07-15T00:40:00+00:00
 Seasonal-Naive,nws_ksfo_observations_temperature/1h/short,Weather,1h,24,2.907553326809399,1.1113168709918815,0.06395200154691993,0.8936284979553439,0.0,9.58160211148785,0.053763440860215055,0.4452669441695035,93,1.0,2026-07-03T23:00:00+00:00,2026-07-15T23:00:00+00:00
+Seasonal-Naive,open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Air Quality,1h,24,1.8435837784291196,1.0715364789762105,0.4710827650826908,0.886651948694078,0.0,2.7492635962771863,-0.4115794573643411,4.5799451691912576e-12,129,1.0,2026-06-29T09:00:00+00:00,2026-07-15T09:00:00+00:00
 Seasonal-Naive,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,0.5341772823222161,0.6897109372890504,0.049690593505953715,0.49300685282012546,0.0,0.3651427746136565,-0.06971428571428571,0.2469802561289698,126,1.0,2026-06-29T09:00:00+00:00,2026-07-15T08:00:00+00:00
 Seasonal-Naive,usgs_earthquake_all_week_hourly_earthquake_count/1h/short,Hazards,1h,24,1.936367079375775,1.3395312012762504,0.6632676104880159,1.0560016639199106,0.0,1.0913167947948774,0.6612999403697077,6.428558624412375e-29,130,1.0,2026-06-29T09:00:00+00:00,2026-07-15T10:00:00+00:00
+Seasonal-Naive,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,10.655306682527316,1.5266209640259838,0.020187351182256615,1.207559195140001,0.0,98.415490011524,0.08998239384831523,0.09098382826801034,161,1.0,2026-06-30T04:40:00+00:00,2026-07-16T00:10:00+00:00
 Seasonal-Naive,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,7,3.004558558327106,1.7215255908244478,0.38677585211730797,1.5020147944064275,0.0,0.775667846912197,0.6666666666666666,0.0018032758136924804,12,1.0,2026-06-28T00:00:00+00:00,2026-07-14T00:00:00+00:00
 Sundial,binance_btcusdt_1h_close/1h/short,Finance,1h,24,2.4222323840264717,1.4051933173830629,0.014487653851333304,1.1098187479074446,1.2213294874687477,2.083057268300356,-0.11527473257590858,0.023936984540790854,174,1.0,2026-07-01T08:00:00+00:00,2026-07-15T09:00:00+00:00
 Sundial,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,2.5887357146784913,1.4386784063828177,0.011652006730675837,1.0824188783766358,25.80471107054728,2.1609042349069365,0.10294117647058822,0.5976439315443395,17,1.0,2026-07-01T13:00:00+00:00,2026-07-15T03:00:00+00:00
 Sundial,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.40107845843999096,0.5745297908213665,0.03938542900745856,0.3840188934231395,11.418968649940878,0.43133120613500575,-0.29523809523809524,0.13946285911906778,15,1.0,2026-06-28T23:00:00+00:00,2026-07-13T23:00:00+00:00
 Sundial,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,0.3935694629629083,0.5441373213277437,0.7949605449040757,0.3609317237347076,52.38014374233011,0.3891377688746121,0.06469662979293984,0.10720990093489796,279,1.0,2026-07-01T07:24:00+00:00,2026-07-15T22:48:00+00:00
 Sundial,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,3.3525574190449734,1.7010873775756825,0.16969064884387594,1.2694039885684192,-4.951687124075723,3.637391710615185,-0.00992836496166897,0.8269293879936398,219,1.0,2026-06-30T09:40:00+00:00,2026-07-15T00:40:00+00:00
+Sundial,nws_ksfo_observations_temperature/1h/short,Weather,1h,24,2.881456278598701,1.0224167870279186,0.04675885085597254,0.7204555593446484,14.578590822390296,10.258215961261458,0.11796042617960426,0.13985682980675998,73,1.0,2026-07-05T21:00:00+00:00,2026-07-15T23:00:00+00:00
+Sundial,open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Air Quality,1h,24,1.105691203260882,0.7650057416535555,0.3652262757219699,0.5340715058291721,19.257548565632312,2.5708739404630996,-0.49680589680589676,1.0817375484851016e-14,111,1.0,2026-07-01T08:00:00+00:00,2026-07-15T09:00:00+00:00
 Sundial,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,0.5141600714192682,0.6604460141531016,0.048515419757492795,0.48644234506889433,8.090585999779256,0.41023215511552724,-0.01938386985115957,0.7662064053986799,108,1.0,2026-07-01T08:00:00+00:00,2026-07-15T08:00:00+00:00
+Sundial,usgs_earthquake_all_week_hourly_earthquake_count/1h/short,Hazards,1h,24,1.2737384884674783,1.1080370635627104,0.5948496058256295,0.7495549951434518,22.535418431361574,0.48626465661456286,0.33059418457648543,2.0926593850967354e-07,113,1.0,2026-07-01T08:00:00+00:00,2026-07-15T10:00:00+00:00
 Sundial,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,11.154047826123449,1.3330584678840924,0.015319912802653556,0.9423031822751686,13.488001412867547,107.07637839731657,0.03616557734204793,0.5322372703455993,136,1.0,2026-07-02T03:40:00+00:00,2026-07-16T00:10:00+00:00
 Sundial,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,7,0.30697768515283325,0.502852215783619,0.08900349482340776,0.3298096271213738,84.48081756374933,0.3209056955750965,0.7090909090909091,0.0015912097162097162,11,1.0,2026-06-30T00:00:00+00:00,2026-07-14T00:00:00+00:00
+TabPFN-TS,binance_btcusdt_1h_close/1h/short,Finance,1h,24,1.3100609014686495,0.9665912156250712,0.009449752078547261,0.8299555205088123,24.59822452376669,1.5647086802767538,0.3371069182389937,2.501394702877749e-10,160,1.0,2026-07-01T13:00:00+00:00,2026-07-15T09:00:00+00:00
 TabPFN-TS,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,1.8969828061700265,1.2371091661194575,0.010732790465123527,1.0577637319113988,24.2132698043662,1.873512794336576,0.33333333333333326,0.12885137496248608,13,1.0,2026-07-10T05:00:00+00:00,2026-07-15T03:00:00+00:00
+TabPFN-TS,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,12.792546834062843,0.6079053627458675,,0.24364251968721393,-22.054776181924208,102.3916132551164,-0.10243422141023573,0.10609770026821733,137,0.0,2026-07-01T12:55:00+00:00,2026-07-16T04:30:00+00:00
 TabPFN-TS,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,0.0,0.0,,0.0,0.0,0.0,0.0,1.0,245,0.0,2026-06-30T03:30:00+00:00,2026-07-15T20:45:00+00:00
 TabPFN-TS,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.4692964302233923,0.5897762804752296,0.03942712306896696,0.4657650230911063,10.521442130627491,0.6137414622510015,-0.07692307692307693,0.7471887597172815,14,1.0,2026-06-28T23:00:00+00:00,2026-07-13T23:00:00+00:00
 TabPFN-TS,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,0.968560035732193,0.8721928073245038,0.9572491890910784,0.7116767891328828,22.721442790437738,0.8932895072733205,-0.006967670011148272,0.8811785466123565,208,1.0,2026-07-01T12:54:00+00:00,2026-07-15T22:48:00+00:00
 TabPFN-TS,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,3.036726637903359,1.5494299098584823,0.13742158623049014,1.3158209160381542,4.751400284042629,3.9459106681846814,0.014921360397902945,0.770715218319195,173,1.0,2026-06-30T13:20:00+00:00,2026-07-15T00:40:00+00:00
 TabPFN-TS,nws_ksfo_observations_temperature/1h/short,Weather,1h,24,3.0669307026933486,0.9634836711907595,0.03523961683690969,0.736313878115392,32.539994057587926,11.885777737268304,0.1264849755415793,0.1769092815963943,54,1.0,2026-07-06T02:00:00+00:00,2026-07-15T23:00:00+00:00
+TabPFN-TS,open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Air Quality,1h,24,0.5068334238231693,0.5954612894767891,0.3352764232251574,0.4885969782114152,10.635985970064654,0.7154303859225847,-0.494017094017094,4.051709687384727e-12,91,1.0,2026-07-01T13:00:00+00:00,2026-07-15T09:00:00+00:00
+TabPFN-TS,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,0.4628144545903948,0.6270899405680983,0.046328725842066334,0.5160690299436954,8.56702883487919,0.4278964489741574,-0.17952559300873908,0.012214158416651487,90,1.0,2026-07-01T13:00:00+00:00,2026-07-15T08:00:00+00:00
 TabPFN-TS,usgs_earthquake_all_week_hourly_earthquake_count/1h/short,Hazards,1h,24,1.1796364922641551,1.0685610431862949,0.5662336029383177,0.8729660812873433,29.690305886150128,0.41940904731976564,0.2780697563306259,8.639148604406405e-05,92,1.0,2026-07-01T13:00:00+00:00,2026-07-15T10:00:00+00:00
 TabPFN-TS,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,1.9119260584022026,1.0106510005625382,0.01537601388140498,0.8062536591268382,27.274926129581694,3.88856978854233,0.004837364470391993,0.9402871980068285,110,1.0,2026-07-02T08:40:00+00:00,2026-07-16T00:10:00+00:00
 TabPFN-TS,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,7,0.2720841259482785,0.4809203309915177,0.08483954461896244,0.37272845270807714,85.14918825367508,0.2556199226014912,0.6969696969696969,0.0009744810873283095,12,1.0,2026-06-30T00:00:00+00:00,2026-07-14T00:00:00+00:00
 TiRex,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,2.0440368407041843e-18,1.4296981641955699e-09,,1.3977486927145102e-09,0.0,0.0,0.0,1.0,399,0.0,2026-06-25T14:45:00+00:00,2026-07-15T20:45:00+00:00
 TiRex,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.4035830174179901,0.5531360710144114,0.03746978243713372,0.3754133371305715,18.088075766288227,0.48133297647424444,-0.16176470588235295,0.3927276123262421,17,1.0,2026-06-26T23:00:00+00:00,2026-07-13T23:00:00+00:00
 TiRex,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,0.3846789643209985,0.5192193146370672,0.594151158056408,0.3472204429057968,44.96156100460176,0.48921895518963754,-0.04191855037419079,0.23382060479568556,362,1.0,2026-06-29T10:00:00+00:00,2026-07-15T22:48:00+00:00
+TiRex,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,2.998103037178784,1.5383151322483635,0.1531491031677506,1.0467095417033718,6.396075940100781,3.6915331822127984,-0.11652911334898158,0.0035321908148731244,282,1.0,2026-06-28T11:10:00+00:00,2026-07-15T00:40:00+00:00
+TiRex,nws_ksfo_observations_temperature/1h/short,Weather,1h,24,2.468994721394927,0.8596170375096616,0.037194240537534014,0.6036450284928152,41.50715153356337,9.60643761665164,0.0716831683168317,0.28815304090301497,101,1.0,2026-07-04T00:00:00+00:00,2026-07-15T23:00:00+00:00
 TiRex,open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Air Quality,1h,24,0.9850508771103739,0.7400661519298001,0.32244319345037015,0.5114792145982051,23.905299120028623,2.2505867329406413,-0.3431034482758621,9.165654886857271e-10,145,1.0,2026-06-29T11:00:00+00:00,2026-07-15T09:00:00+00:00
 TiRex,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,0.4156861928651839,0.5883414585461341,0.04301385601047368,0.4217977654645307,17.074112271039343,0.3676353686778173,-0.024254881808838648,0.6707186075561968,140,1.0,2026-06-29T11:00:00+00:00,2026-07-15T08:00:00+00:00
 TiRex,usgs_earthquake_all_week_hourly_earthquake_count/1h/short,Hazards,1h,24,1.0739269631084485,1.0096240719631466,0.5548637632640986,0.6489345267437511,26.93051666545838,0.4875544687426334,0.49532357109116676,7.242712089490281e-19,146,1.0,2026-06-29T10:00:00+00:00,2026-07-15T10:00:00+00:00
 TiRex,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,9.08262913518838,1.0321745136332547,0.009870705172517024,0.7351447579611954,33.64342961262931,98.80714737316053,0.05011494252873563,0.32482823868616606,175,1.0,2026-06-30T05:40:00+00:00,2026-07-16T00:10:00+00:00
 TiRex,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,7,0.264066041041729,0.4415141088862623,0.07813060109740003,0.3225560699043485,86.57463469675491,0.3690676350693244,0.6666666666666665,0.000942590074534519,13,1.0,2026-06-28T00:00:00+00:00,2026-07-14T00:00:00+00:00
+TimesFM-2.5,binance_btcusdt_1h_close/1h/short,Finance,1h,24,1.6825017319482645,1.092844174565844,0.01070397739957136,0.8972679676095177,27.923567729465983,1.9298827734277841,0.08944444444444445,0.045829612407317366,225,1.0,2026-06-29T09:00:00+00:00,2026-07-15T09:00:00+00:00
 TimesFM-2.5,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,2.2942874142785006,1.3210245454063332,0.009315013431961432,1.0877713540715093,33.64327233586681,2.462436275023381,0.09420289855072464,0.5392054402251256,24,1.0,2026-06-30T08:00:00+00:00,2026-07-15T03:00:00+00:00
 TimesFM-2.5,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,7.754448518382194,0.3688564405270833,,0.15188572704266515,-28.249638024784954,79.84955522899448,0.03311351080259587,0.5015265985366798,226,0.0,2026-06-29T10:05:00+00:00,2026-07-16T04:30:00+00:00
 TimesFM-2.5,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,0.0,0.0,,0.0,0.0,0.0,0.0,1.0,399,0.0,2026-06-25T14:45:00+00:00,2026-07-15T20:45:00+00:00
 TimesFM-2.5,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.39666062722620804,0.5722300715475206,0.04532664111174528,0.41112577375176373,11.526794234140088,0.3882740336062255,-0.24999999999999997,0.17665741934030035,17,1.0,2026-06-26T23:00:00+00:00,2026-07-13T23:00:00+00:00
 TimesFM-2.5,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,0.1784580752114013,0.36074209879057645,0.2534365830337414,0.27724740858830876,61.73992363706185,0.2090578924651073,0.005478180129990714,0.8766973600397808,360,1.0,2026-06-29T10:00:00+00:00,2026-07-15T22:48:00+00:00
+TimesFM-2.5,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,2.7948994137859273,1.5000188881777945,0.1340461323416351,1.2616105067253371,7.541398437595934,3.3490414022360433,-0.060447742358850094,0.13021860952747738,282,1.0,2026-06-28T11:10:00+00:00,2026-07-15T00:40:00+00:00
 TimesFM-2.5,nws_ksfo_observations_temperature/1h/short,Weather,1h,24,2.473458750158442,0.883920069404717,0.039945153768864705,0.7179661355505145,37.40913646012532,9.426150906207923,0.060606060606060615,0.3716242470071768,100,1.0,2026-07-04T00:00:00+00:00,2026-07-15T23:00:00+00:00
+TimesFM-2.5,open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Air Quality,1h,24,1.0428044935497882,0.7606085646719414,0.3182895199696769,0.5819196261763165,19.215585131862788,2.43810066930061,-0.35431235431235425,2.9577216027700967e-10,144,1.0,2026-06-29T11:00:00+00:00,2026-07-15T09:00:00+00:00
 TimesFM-2.5,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,0.4730714770956638,0.6248524642119199,0.055095554501820895,0.4780342496668898,12.327897271184918,0.43299637545479186,0.0039054470709146967,0.945420827627536,140,1.0,2026-06-29T11:00:00+00:00,2026-07-15T08:00:00+00:00
+TimesFM-2.5,usgs_earthquake_all_week_hourly_earthquake_count/1h/short,Hazards,1h,24,1.0572656599734362,0.9992067525056731,0.4786634844688634,0.7938031132374094,28.260460123112114,0.5061335696579102,0.47835249042145594,1.3767534884701622e-17,145,1.0,2026-06-29T10:00:00+00:00,2026-07-15T10:00:00+00:00
 TimesFM-2.5,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,8.856131483171826,1.067634009147972,0.010944352398181515,0.8498352972277405,30.30097162760042,94.44795501864014,0.05431855500821018,0.2858947117185663,175,1.0,2026-06-30T05:40:00+00:00,2026-07-16T00:10:00+00:00
 TimesFM-2.5,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,7,0.2533319875228664,0.43326911971043774,0.07514545697242102,0.3342415765263456,87.03445535914487,0.3555166441419695,0.5384615384615383,0.010117397391702948,13,1.0,2026-06-28T00:00:00+00:00,2026-07-14T00:00:00+00:00
 Toto-1.0,binance_btcusdt_1h_close/1h/short,Finance,1h,24,2.3390955819778942,1.3136094823201065,0.009932718121348065,0.7583089452938052,-1.1320669239847538,2.9334971449144085,0.24736241802110068,1.939221820858541e-06,168,1.0,2026-07-03T07:00:00+00:00,2026-07-15T09:00:00+00:00
 Toto-1.0,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,1.0957518419392065,0.8354694408054442,0.03499336568457118,0.3507674349249648,-10.005441444596025,1.768233281041278,0.0,1.0,13,1.0,2026-06-30T23:00:00+00:00,2026-07-13T23:00:00+00:00
 Toto-1.0,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,1.3429746652703485,0.9646634692789048,0.7380951496896002,0.3886267521289761,16.902462228160317,2.6393702582059344,0.014632651497739981,0.7416811434391406,229,1.0,2026-07-03T07:42:00+00:00,2026-07-15T22:48:00+00:00
 Toto-1.0,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,61.402648935897794,5.411243299797786,0.13274600439531145,1.0505584991326313,-65.42601418615229,190.85744655887092,0.011377858686995108,0.8166557926317213,188,1.0,2026-07-02T10:10:00+00:00,2026-07-15T00:40:00+00:00
+Toto-1.0,nws_ksfo_observations_temperature/1h/short,Weather,1h,24,8.45680483631431,1.7566451020306872,0.03543346962187676,0.6053896244254073,-21.810618327960736,31.64405952117616,0.15141242937853108,0.08739822320471241,60,1.0,2026-07-07T21:00:00+00:00,2026-07-15T23:00:00+00:00
+Toto-1.0,open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Air Quality,1h,24,1.9093557714979845,1.1520162921984518,0.39121736043589544,0.4159002101446004,-31.590089057280007,3.2552507027550948,-0.5181518151815181,1.1905965521394863e-14,102,1.0,2026-07-03T07:00:00+00:00,2026-07-15T09:00:00+00:00
+Toto-1.0,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,0.4789689770495598,0.6057606300029854,0.039610624121806826,0.39029234445290084,16.566427586007933,0.661031889485235,-0.17454545454545456,0.01007941470267852,100,1.0,2026-07-03T08:00:00+00:00,2026-07-15T08:00:00+00:00
 Toto-1.0,usgs_earthquake_all_week_hourly_earthquake_count/1h/short,Hazards,1h,24,2.4164042663078966,1.4427936804739607,0.5462637714517009,0.7125617373863284,5.9965544683086565,2.336537090240534,0.1725274725274725,0.009099466114286704,105,1.0,2026-07-03T07:00:00+00:00,2026-07-15T10:00:00+00:00
+Toto-1.0,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,4.693870984031082,1.5951559366147092,0.012516142087819327,0.695521881042006,2.2648150194447036,9.167385469595741,-0.10136232970878638,0.09100310068490994,127,1.0,2026-07-04T03:20:00+00:00,2026-07-16T00:10:00+00:00
 Toto-1.0,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,7,1.5006252257489727,1.1816484555571243,0.218384319172006,0.7118851743778154,39.139333451691265,0.7861688170346988,0.2,0.4453821448613115,11,1.0,2026-07-01T00:00:00+00:00,2026-07-14T00:00:00+00:00