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ziyuzhou02 commited on Jul 30

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e6ccb1b

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1 Parent(s): 0bc368b

Update leaderboard results from local eval

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results/aggregates/live_metadata.json +10 -10
results/aggregates/live_overall_1d.csv +12 -12
results/aggregates/live_overall_30d.csv +12 -12
results/aggregates/live_overall_7d.csv +12 -12
results/aggregates/live_overall_up_to_now.csv +12 -12
results/aggregates/live_rank_1d.csv +12 -12
results/aggregates/live_rank_30d.csv +12 -12
results/aggregates/live_rank_7d.csv +12 -12
results/aggregates/live_rank_up_to_now.csv +12 -12
results/aggregates/live_release_metrics.csv +24 -0
results/aggregates/live_results_by_dataset.csv +24 -24
results/aggregates/metadata.json +1 -1
results/aggregates/results_by_domain.csv +24 -24
results/aggregates/results_by_frequency.csv +23 -23
results/aggregates/results_by_prediction_length.csv +23 -23
results/aggregates/results_overall.csv +11 -11
results/arima/all_results.csv +2 -2
results/arima/online_meta.json +13 -13
results/chronos_2/all_results.csv +2 -2
results/chronos_2/online_meta.json +13 -13
results/chronos_bolt/all_results.csv +2 -2
results/chronos_bolt/online_meta.json +13 -13
results/dataset_eval_intervals.json +1 -0
results/ets/all_results.csv +2 -2
results/ets/online_meta.json +13 -13
results/moirai_2_0/all_results.csv +2 -2
results/moirai_2_0/online_meta.json +13 -13
results/moving_average/all_results.csv +2 -2
results/moving_average/online_meta.json +13 -13
results/online_status.json +162 -170
results/prequential/tasks/future-9986252df81fb0646ba9.json +307 -0
results/prequential/tasks/future-b6cf228c85015c42b88a.json +595 -0
results/prequential/tasks/future-dfe459610da03ba6f44a.json +19 -3
results/prequential/tasks/future-ffe889cccb2e303a383a.json +19 -3
results/seasonal_naive/all_results.csv +1 -1
results/seasonal_naive/online_meta.json +13 -13
results/sundial/all_results.csv +2 -2
results/sundial/online_meta.json +13 -13
results/tabpfn_ts/all_results.csv +2 -2
results/tabpfn_ts/online_meta.json +13 -13
results/timesfm_2_5/all_results.csv +2 -2
results/timesfm_2_5/online_meta.json +13 -13
results/tirex/all_results.csv +2 -2
results/tirex/online_meta.json +13 -13
results/toto_1_0/all_results.csv +2 -2
results/toto_1_0/online_meta.json +13 -13

results/aggregates/live_metadata.json CHANGED Viewed

@@ -1,5 +1,5 @@
 {
-  "generated_at": "2026-07-30T01:45:51.282148+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",
@@ -13,33 +13,33 @@
   "temporal_metrics": "Per-dataset MSE stability and Kendall tau, then equal-weight mean over datasets",
   "num_models": 12,
   "num_datasets": 13,
-  "num_model_releases": 27770,
-  "num_unique_releases": 2736,
   "fixed_windows": {
     "1d": {
       "days": 1,
-      "num_model_releases": 192,
-      "num_unique_releases": 16,
       "ranking_scope": "Cumulative release history through reference_time",
       "metrics_scope": "Trailing 24 hours through reference_time"
     },
     "7d": {
       "days": 7,
-      "num_model_releases": 2550,
-      "num_unique_releases": 213,
       "ranking_scope": "Cumulative release history through reference_time",
       "metrics_scope": "Trailing 168 hours through reference_time"
     },
     "30d": {
       "days": 30,
-      "num_model_releases": 26768,
-      "num_unique_releases": 2579,
       "ranking_scope": "Cumulative release history through reference_time",
       "metrics_scope": "Trailing 720 hours through reference_time"
     }
   },
   "protocol_counts": {
     "historical-snapshot-recompute": 22388,
-    "prequential-v1": 5382
   }
 }

 {
+  "generated_at": "2026-07-30T02:17:45.185967+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",
   "temporal_metrics": "Per-dataset MSE stability and Kendall tau, then equal-weight mean over datasets",
   "num_models": 12,
   "num_datasets": 13,
+  "num_model_releases": 27794,
+  "num_unique_releases": 2738,
   "fixed_windows": {
     "1d": {
       "days": 1,
+      "num_model_releases": 204,
+      "num_unique_releases": 17,
       "ranking_scope": "Cumulative release history through reference_time",
       "metrics_scope": "Trailing 24 hours through reference_time"
     },
     "7d": {
       "days": 7,
+      "num_model_releases": 2574,
+      "num_unique_releases": 215,
       "ranking_scope": "Cumulative release history through reference_time",
       "metrics_scope": "Trailing 168 hours through reference_time"
     },
     "30d": {
       "days": 30,
+      "num_model_releases": 26792,
+      "num_unique_releases": 2581,
       "ranking_scope": "Cumulative release history through reference_time",
       "metrics_scope": "Trailing 720 hours through reference_time"
     }
   },
   "protocol_counts": {
     "historical-snapshot-recompute": 22388,
+    "prequential-v1": 5406
   }
 }

results/aggregates/live_overall_1d.csv CHANGED Viewed

@@ -1,13 +1,13 @@
 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
-1,Official,Chronos-2,145.41437188869023,2.7302061307182734,0.22007507549224392,2.5032909186951082,25.17293195151848,0.6689977958017029,11,2676,13,34.21527777777778,676.4484138443944,-0.11111111111111115,0.0,7,16,0.8571428571428571,2026-07-28T20:36:00+00:00,2026-07-29T19:55:00+00:00
-2,Official,TiRex,145.48824475893122,2.7580622154356287,0.2770292271669034,2.5440771420221884,26.043147122071446,0.667272908045251,11,2667,13,34.21527777777778,676.7827697697926,-0.2222222222222223,0.0,7,16,0.8571428571428571,2026-07-28T20:36:00+00:00,2026-07-29T19:55:00+00:00
-3,Official,TimesFM-2.5,145.4778192027842,2.6815820070012273,0.16385625077064103,2.486129540388215,22.79429763112019,0.6083824001678714,11,2662,13,34.21527777777778,677.025951906736,-0.3333333333333334,0.0,7,16,0.8571428571428571,2026-07-28T20:36:00+00:00,2026-07-29T19:55:00+00:00
-4,Official,Moirai-2.0,146.23041547161773,2.8260433988922857,0.3943869707056821,2.5664186307949537,9.836655331151205,0.5789521110057009,11,1918,13,28.87152777777778,679.8042530145981,-0.2222222222222223,0.0,7,16,0.8571428571428571,2026-07-28T20:36:00+00:00,2026-07-29T19:55:00+00:00
-5,Official,TabPFN-TS,145.82835344076145,2.9930232738731775,0.3145606186569065,2.7490747740270516,-7.734500736407819,0.5583572119707629,11,1807,13,30.87152777777778,676.4746202075293,-0.4444444444444446,0.0,7,16,0.8571428571428571,2026-07-28T20:36:00+00:00,2026-07-29T19:55:00+00:00
-6,Official,Chronos-Bolt,146.90590443566234,2.9162004485304744,0.4097816466894295,2.6166667913060877,8.749514668769267,0.5235721912450851,11,1905,13,28.87152777777778,682.3395498978203,-0.4444444444444446,0.0,7,16,0.8571428571428571,2026-07-28T20:36:00+00:00,2026-07-29T19:55:00+00:00
-7,Official,Sundial,146.8557765302725,2.8109275205555813,0.27456310427341524,2.508368645892136,5.8066158720700045,0.5126191988539627,11,2156,13,30.87152777777778,682.5911991771726,-0.3333333333333334,0.0,7,16,0.8571428571428571,2026-07-28T20:36:00+00:00,2026-07-29T19:55:00+00:00
-8,Official,Seasonal-Naive,148.5398543351491,3.245148515824956,0.5312896023948896,2.8705791328898096,0.0,0.3870130765167135,11,2507,13,34.21527777777778,685.1206080496889,-0.2222222222222223,0.0,7,16,0.8571428571428571,2026-07-28T20:36:00+00:00,2026-07-29T19:55:00+00:00
-9,Official,Moving-Average,148.61956199461406,3.198066942521231,0.5191174608975063,2.9053510973180354,-19.72837302058707,0.3803942725090603,11,2507,13,34.21527777777778,687.3058034002374,-0.5555555555555557,0.0,7,16,0.8571428571428571,2026-07-28T20:36:00+00:00,2026-07-29T19:55:00+00:00
-10,Official,ARIMA,145.91216520859177,3.182005076038838,0.4879684933512091,3.2106157909741424,-20.018534139652754,0.3743395722120883,11,2507,13,34.21527777777778,674.7116238913399,-0.2222222222222223,0.0,7,16,0.8571428571428571,2026-07-28T20:36:00+00:00,2026-07-29T19:55:00+00:00
-11,Official,Toto-1.0,147.77817404047906,3.3238101641292386,0.35063434620689815,2.627850627294945,-10.752154240171842,0.37403364753364843,11,1932,13,28.87152777777778,681.9261224392084,0.0,0.0,7,16,0.8571428571428571,2026-07-28T20:36:00+00:00,2026-07-29T19:55:00+00:00
-12,Official,ETS,149.92005237693732,3.8461750189509902,0.6194615428892553,3.466136587881403,-40.25471460392706,0.3660656141381526,11,2507,13,34.21527777777778,679.0691523334968,-0.3333333333333333,0.0,7,16,0.8571428571428571,2026-07-28T20:36:00+00:00,2026-07-29T19:55:00+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
+1,Official,Chronos-2,145.4143718260793,2.7301696618460083,0.22007507549224392,2.5032620084252146,27.31578909437562,0.6689366239350181,11,2678,13,34.21527777777778,676.4484138802908,-0.21652036645005712,0.0,7,17,0.8571428571428571,2026-07-28T20:36:00+00:00,2026-07-29T19:55:00+00:00
+2,Official,TiRex,145.48824475476846,2.7580528202335977,0.2770292271669034,2.544069125701887,28.186004264928588,0.6672366222843691,11,2669,13,34.21527777777778,676.78276977215,-0.2867932033426877,0.0,7,17,0.8571428571428571,2026-07-28T20:36:00+00:00,2026-07-29T19:55:00+00:00
+3,Official,TimesFM-2.5,145.4778191928048,2.681568123607255,0.16385625077064103,2.4860412799496734,24.937154773977333,0.6085058782720772,11,2664,13,34.21527777777778,677.025951902859,-0.39790431445379887,0.0,7,17,0.8571428571428571,2026-07-28T20:36:00+00:00,2026-07-29T19:55:00+00:00
+4,Official,Moirai-2.0,146.2304153964399,2.826004011942389,0.3943869707056821,2.566389796802113,11.979512474008347,0.57891199918493,11,1920,13,28.87152777777778,679.8042530322288,-0.24595492912420727,0.0,7,17,0.8571428571428571,2026-07-28T20:36:00+00:00,2026-07-29T19:55:00+00:00
+5,Official,TabPFN-TS,145.82835342138407,2.993005472000673,0.3145606186569065,2.7490576255905177,-5.591643593550676,0.5583766874463345,11,1809,13,30.87152777777778,676.4746201939921,-0.4681771513464296,0.0,7,17,0.8571428571428571,2026-07-28T20:36:00+00:00,2026-07-29T19:55:00+00:00
+6,Official,Chronos-Bolt,146.90590426238919,2.916145905573893,0.4097816466894295,2.6165841484981875,10.89237181162641,0.5235811271473542,11,1907,13,28.87152777777778,682.339549696704,-0.4681771513464296,0.0,7,17,0.8571428571428571,2026-07-28T20:36:00+00:00,2026-07-29T19:55:00+00:00
+7,Official,Sundial,146.85573825254514,2.810096922254487,0.27456310427341524,2.508178884390582,7.949473014927148,0.5127112985928534,11,2158,13,30.87152777777778,682.5911602807015,-0.3111111111111111,0.0,7,17,0.8571428571428571,2026-07-28T20:36:00+00:00,2026-07-29T19:55:00+00:00
+8,Official,Seasonal-Naive,148.5398543351491,3.245148515824956,0.5312896023948896,2.8705791328898096,0.0,0.3869236696898364,11,2509,13,34.21527777777778,685.1206080496889,-0.2222222222222223,0.0,7,17,0.8571428571428571,2026-07-28T20:36:00+00:00,2026-07-29T19:55:00+00:00
+9,Official,Moving-Average,148.61948739309452,3.196807809495154,0.5191174608975063,2.905022070093739,-17.585515877729925,0.3802816463715424,11,2509,13,34.21527777777778,687.3058477090332,-0.5384499882390602,0.14285714285714285,7,17,0.8571428571428571,2026-07-28T20:36:00+00:00,2026-07-29T19:55:00+00:00
+10,Official,ARIMA,145.91194309085304,3.1798358607603485,0.4879684933512091,3.2099135285175713,-17.87567699679561,0.3743886160427353,11,2509,13,34.21527777777778,674.7117401272243,-0.24595492912420727,0.0,7,17,0.8571428571428571,2026-07-28T20:36:00+00:00,2026-07-29T19:55:00+00:00
+11,Official,Toto-1.0,147.75529369904902,3.317143800033668,0.35063434620689815,2.627759428289578,-10.752154240171842,0.3739283870565412,11,1934,13,28.87152777777778,681.8565506967593,-0.04444444444444448,0.0,7,17,0.8571428571428571,2026-07-28T20:36:00+00:00,2026-07-29T19:55:00+00:00
+12,Official,ETS,149.91997777539285,3.8449158856959653,0.6194615428892553,3.465807556344569,-38.11185746106992,0.3662174439764083,11,2509,13,34.21527777777778,679.0691966423357,-0.3162277660168379,0.14285714285714285,7,17,0.8571428571428571,2026-07-28T20:36:00+00:00,2026-07-29T19:55:00+00:00

results/aggregates/live_overall_30d.csv CHANGED Viewed

@@ -1,13 +1,13 @@
 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
-1,Official,Chronos-2,15.237277422980647,0.8992735353709853,0.1543905593486594,0.6611200892914704,23.045585209531193,0.6689977958017029,11,2676,13,34.21527777777778,136.45451842474006,0.022292724660930147,0.23076923076923078,13,2543,0.8461538461538461,2026-06-29T20:05:00+00:00,2026-07-29T19:55:00+00:00
-2,Official,TiRex,15.396221388522047,0.9001109529767106,0.18917184437469192,0.6924105478478033,24.59187218897819,0.667272908045251,11,2667,13,34.21527777777778,139.11161582401866,0.01818793947681339,0.3076923076923077,13,2530,0.8461538461538461,2026-06-29T20:05:00+00:00,2026-07-29T19:55:00+00:00
-3,Official,TimesFM-2.5,15.28810219540414,0.8986557480429097,0.1367989787080207,0.7393087539785325,23.62722706963829,0.6083824001678714,11,2662,13,34.21527777777778,136.70443131037766,0.020585468914621558,0.23076923076923078,13,2524,0.8461538461538461,2026-06-29T20:05:00+00:00,2026-07-29T19:55:00+00:00
-4,Official,Moirai-2.0,18.969322853785965,0.947707903978062,0.24055568631303892,0.6933600647435293,22.16984582748609,0.5789521110057009,11,1918,13,28.87152777777778,155.33370725070114,0.06474266387022419,0.23076923076923078,13,1918,0.8461538461538461,2026-06-30T23:00:00+00:00,2026-07-29T19:55:00+00:00
-5,Official,TabPFN-TS,20.719843645491892,0.9978775970606832,0.2027983934913019,0.8424148240173636,18.31724390214388,0.5583572119707629,11,1807,13,30.87152777777778,162.40141032867098,0.045742727561962626,0.23076923076923078,13,1809,0.8461538461538461,2026-06-30T00:00:00+00:00,2026-07-29T19:55:00+00:00
-6,Official,Chronos-Bolt,19.24809914082001,0.9942070381824689,0.2758991107950275,0.7415639267201348,11.506457839972366,0.5235721912450851,11,1905,13,28.87152777777778,156.2607751762181,0.024409288472941545,0.15384615384615385,13,1905,0.8461538461538461,2026-06-30T23:00:00+00:00,2026-07-29T19:55:00+00:00
-7,Official,Sundial,18.567899905348117,1.0328696216011075,0.22402607110857364,0.7856812772454954,16.1524619818807,0.5126191988539627,11,2156,13,30.87152777777778,150.46065971245287,0.002450314298754308,0.3076923076923077,13,2157,0.8461538461538461,2026-06-29T22:35:00+00:00,2026-07-29T19:55:00+00:00
-8,Official,Seasonal-Naive,17.15040304177953,1.2551516486060001,0.3407041443162084,0.9796577686916152,0.0,0.3870130765167135,11,2507,13,34.21527777777778,141.62073373777608,0.02805370187533288,0.23076923076923078,13,2364,0.8461538461538461,2026-06-29T20:05:00+00:00,2026-07-29T19:55:00+00:00
-9,Official,Moving-Average,16.885997966007896,1.1588684257776718,0.3161155377348723,0.9336731725762881,2.9652473820559635,0.3803942725090603,11,2507,13,34.21527777777778,141.85020537396232,0.08448038766165998,0.07692307692307693,13,2362,0.8461538461538461,2026-06-29T20:05:00+00:00,2026-07-29T19:55:00+00:00
-10,Official,ARIMA,16.781068671896314,1.1618341241652979,0.3350158838034713,0.9213901249166335,1.709235228668379,0.3743395722120883,11,2507,13,34.21527777777778,141.79018746360202,0.06486326283100466,0.15384615384615385,13,2362,0.8461538461538461,2026-06-29T20:05:00+00:00,2026-07-29T19:55:00+00:00
-11,Official,Toto-1.0,29.626395139375315,1.6788630281484846,0.28179930786545043,0.7238112560219919,-19.0326826768058,0.37403364753364843,11,1932,13,28.87152777777778,211.4082831681523,-0.010383157648980597,0.23076923076923078,13,1932,0.8461538461538461,2026-06-30T23:00:00+00:00,2026-07-29T19:55:00+00:00
-12,Official,ETS,18.453998414609,1.4077079510288601,0.3033081081487808,1.119037245814642,-3.604800494914286,0.3660656141381526,11,2507,13,34.21527777777778,146.47231767587948,0.07501419905304349,0.15384615384615385,13,2362,0.8461538461538461,2026-06-29T20:05:00+00:00,2026-07-29T19:55:00+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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+8,Official,Seasonal-Naive,17.147640118341727,1.2548120928309712,0.3406873090235879,0.9794242112129384,0.0,0.3869236696898364,11,2509,13,34.21527777777778,141.60957032506784,0.027494523735468093,0.23076923076923078,13,2366,0.8461538461538461,2026-06-29T20:05:00+00:00,2026-07-29T19:55:00+00:00
+9,Official,Moving-Average,16.88341123282852,1.158549695005142,0.3160955711136425,0.9334418833332061,2.9766840611980094,0.3802816463715424,11,2509,13,34.21527777777778,141.83901632338535,0.08367981530319898,0.07692307692307693,13,2364,0.8461538461538461,2026-06-29T20:05:00+00:00,2026-07-29T19:55:00+00:00
+10,Official,ARIMA,16.778437954452286,1.1614719333532841,0.33499316674788127,0.9211580697834113,1.7276842105862602,0.3743886160427353,11,2509,13,34.21527777777778,141.7790722481523,0.06401644335663062,0.15384615384615385,13,2364,0.8461538461538461,2026-06-29T20:05:00+00:00,2026-07-29T19:55:00+00:00
+11,Official,Toto-1.0,29.603430723433654,1.6773916780467106,0.2817702603136214,0.72358941006252,-19.03676329346711,0.3739283870565412,11,1934,13,28.87152777777778,211.36208944661607,-0.01099012546371949,0.23076923076923078,13,1934,0.8461538461538461,2026-06-30T23:00:00+00:00,2026-07-29T19:55:00+00:00
+12,Official,ETS,18.450661442908466,1.40722695777643,0.3032694286510849,1.118684611219586,-3.581115072552552,0.3662174439764083,11,2509,13,34.21527777777778,146.46049080467245,0.07419620887011291,0.15384615384615385,13,2364,0.8461538461538461,2026-06-29T20:05:00+00:00,2026-07-29T19:55:00+00:00

results/aggregates/live_overall_7d.csv CHANGED Viewed

@@ -1,13 +1,13 @@
 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
-1,Official,Chronos-2,135.31572521066624,1.9078917354437634,0.16252681577523095,1.7048446196795368,15.407501883322642,0.6689977958017029,11,2676,13,34.21527777777778,442.7892363106392,-0.09537382240636803,0.09090909090909091,11,213,0.8181818181818182,2026-07-22T20:30:00+00:00,2026-07-29T19:55:00+00:00
-2,Official,TiRex,136.10148830005846,1.8742552595480666,0.16853445284205723,1.9889772717607939,19.626606764888464,0.667272908045251,11,2667,13,34.21527777777778,451.31671819207344,-0.048972948064735504,0.09090909090909091,11,213,0.8181818181818182,2026-07-22T20:30:00+00:00,2026-07-29T19:55:00+00:00
-3,Official,TimesFM-2.5,135.21314645636775,1.8905924250506407,0.14216144907875394,1.7580202160820242,14.23571131620078,0.6083824001678714,11,2662,13,34.21527777777778,442.8052066663668,-0.14498964230234376,0.09090909090909091,11,213,0.8181818181818182,2026-07-22T20:30:00+00:00,2026-07-29T19:55:00+00:00
-4,Official,Moirai-2.0,135.37355578067474,1.931852012200421,0.2603646124878906,1.7055087744228912,12.62197094680834,0.5789521110057009,11,1918,13,28.87152777777778,442.9944520073821,-0.03563191424505769,0.0,11,213,0.8181818181818182,2026-07-22T20:30:00+00:00,2026-07-29T19:55:00+00:00
-5,Official,TabPFN-TS,135.46204743695546,1.9943694509103223,0.23214686442201118,1.86004766126742,7.071865282239003,0.5583572119707629,11,1807,13,30.87152777777778,442.8903008981612,-0.04353500941131175,0.0,11,212,0.8181818181818182,2026-07-22T20:30:00+00:00,2026-07-29T19:55:00+00:00
-6,Official,Chronos-Bolt,135.38295163993496,1.9459709540292325,0.286758447580999,1.7394153274525161,3.588920070892728,0.5235721912450851,11,1905,13,28.87152777777778,443.0534973434855,-0.05865110476022555,0.0,11,213,0.8181818181818182,2026-07-22T20:30:00+00:00,2026-07-29T19:55:00+00:00
-7,Official,Sundial,135.48734077630397,1.9374484441825857,0.2572287535546839,1.7387672298374284,12.475812312876961,0.5126191988539627,11,2156,13,30.87152777777778,442.8860841562167,-0.13996531840337212,0.09090909090909091,11,212,0.8181818181818182,2026-07-22T20:30:00+00:00,2026-07-29T19:55:00+00:00
-8,Official,Seasonal-Naive,135.98751807083286,2.1347268240115898,0.40255543416403927,1.765214239062985,0.0,0.3870130765167135,11,2507,13,34.21527777777778,443.33759064171767,-0.05889403716449859,0.18181818181818182,11,212,0.8181818181818182,2026-07-22T20:30:00+00:00,2026-07-29T19:55:00+00:00
-9,Official,Moving-Average,135.855393140809,2.1271391757057514,0.4217453552277536,1.9277178412501983,-8.926633115981444,0.3803942725090603,11,2507,13,34.21527777777778,443.11816769770155,-0.04303617825792394,0.18181818181818182,11,212,0.8181818181818182,2026-07-22T20:30:00+00:00,2026-07-29T19:55:00+00:00
-10,Official,ARIMA,135.7804234377524,2.2226530756486116,0.34435671168848736,1.9447460515388448,-14.122680992442435,0.3743395722120883,11,2507,13,34.21527777777778,442.90501639513644,0.08255173154490097,0.09090909090909091,11,212,0.8181818181818182,2026-07-22T20:30:00+00:00,2026-07-29T19:55:00+00:00
-11,Official,Toto-1.0,178.3197079604679,2.526464023868739,0.2420751280134636,1.6264507638303465,-25.744731195744677,0.37403364753364843,11,1932,13,28.87152777777778,565.8565607124335,-0.05830335857255613,0.09090909090909091,11,213,0.8181818181818182,2026-07-22T20:30:00+00:00,2026-07-29T19:55:00+00:00
-12,Official,ETS,137.2502368699391,2.550198622206343,0.46125343640364314,2.273694235468114,-22.396453876990616,0.3660656141381526,11,2507,13,34.21527777777778,444.71132835532393,0.040709586005580174,0.0,11,212,0.8181818181818182,2026-07-22T20:30:00+00:00,2026-07-29T19:55:00+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-2.5,135.20360048972145,1.8859551530103644,0.14181763796181948,1.7548470598251085,14.557326155931186,0.6085058782720772,11,2664,13,34.21527777777778,442.8023841092329,-0.16773077739781098,0.09090909090909091,11,215,0.8181818181818182,2026-07-22T20:30:00+00:00,2026-07-29T19:55:00+00:00
+4,Official,Moirai-2.0,135.36255423920102,1.9268742010569198,0.26002738240122525,1.702384635817031,12.955389697655304,0.57891199918493,11,1920,13,28.87152777777778,442.9900814875846,-0.05927497091882272,0.0,11,215,0.8181818181818182,2026-07-22T20:30:00+00:00,2026-07-29T19:55:00+00:00
+5,Official,TabPFN-TS,135.44849054381217,1.9883866791390148,0.23161481934482644,1.8551867096437624,7.474723231583777,0.5583766874463345,11,1809,13,30.87152777777778,442.8908978325713,-0.06630019985897972,0.0,11,214,0.8181818181818182,2026-07-22T20:30:00+00:00,2026-07-29T19:55:00+00:00
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+7,Official,Sundial,135.47753838300966,1.932974174671564,0.256887978829792,1.7356053059215546,12.73852659352457,0.5127112985928534,11,2158,13,30.87152777777778,442.8823993690828,-0.1619573082788689,0.18181818181818182,11,214,0.8181818181818182,2026-07-22T20:30:00+00:00,2026-07-29T19:55:00+00:00
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+9,Official,Moving-Average,135.84885003313875,2.12402365514134,0.4216439827638227,1.9253910346342444,-8.818525618476334,0.3802816463715424,11,2509,13,34.21527777777778,443.11443429823044,-0.06156960665112631,0.18181818181818182,11,214,0.8181818181818182,2026-07-22T20:30:00+00:00,2026-07-29T19:55:00+00:00
+10,Official,ARIMA,135.77316997268665,2.218605488362655,0.3441183892050069,1.9419975564745164,-13.846385403710842,0.3743886160427353,11,2509,13,34.21527777777778,442.903664025979,0.06018655468994858,0.09090909090909091,11,214,0.8181818181818182,2026-07-22T20:30:00+00:00,2026-07-29T19:55:00+00:00
+11,Official,Toto-1.0,178.275008456382,2.518558860148772,0.24167961625786555,1.6242954993693461,-25.838652740503537,0.3739283870565412,11,1934,13,28.87152777777778,565.8364015000247,-0.06714942873928562,0.09090909090909091,11,215,0.8181818181818182,2026-07-22T20:30:00+00:00,2026-07-29T19:55:00+00:00
+12,Official,ETS,137.24118323259657,2.5452606913491578,0.460822097606717,2.2700008203981414,-22.009229207366072,0.3662174439764083,11,2509,13,34.21527777777778,444.71103396104485,0.02127423603407995,0.0,11,214,0.8181818181818182,2026-07-22T20:30:00+00:00,2026-07-29T19:55:00+00:00

results/aggregates/live_overall_up_to_now.csv CHANGED Viewed

@@ -1,13 +1,13 @@
 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
-1,Official,Chronos-2,15.203300919511728,0.8941539409594577,0.15961008210457103,0.6576249464372392,23.49310066153039,0.6689977958017029,11,2676,13,34.21527777777778,136.31960704834563,0.03285798340567472,0.23076923076923078,13,2681,0.8461538461538461,2026-06-25T14:45:00+00:00,2026-07-29T19:55:00+00:00
-2,Official,TiRex,15.372005680703147,0.8973209678582525,0.19491854468533212,0.6902575532762112,24.786808869318545,0.667272908045251,11,2667,13,34.21527777777778,138.97749658133074,0.032444102390685056,0.23076923076923078,13,2667,0.8461538461538461,2026-06-25T14:45:00+00:00,2026-07-29T19:55:00+00:00
-3,Official,TimesFM-2.5,15.25687039761244,0.8940243849252105,0.13717122940237986,0.7358142285343396,23.871026429597602,0.6083824001678714,11,2662,13,34.21527777777778,136.57166712508564,0.03345428679570644,0.23076923076923078,13,2662,0.8461538461538461,2026-06-25T14:45:00+00:00,2026-07-29T19:55:00+00:00
-4,Official,Moirai-2.0,18.969322853785965,0.947707903978062,0.24055568631303892,0.6933600647435293,22.16984582748609,0.5789521110057009,11,1918,13,28.87152777777778,155.33370725070114,0.06474266387022419,0.23076923076923078,13,1918,0.8461538461538461,2026-06-30T23:00:00+00:00,2026-07-29T19:55:00+00:00
-5,Official,TabPFN-TS,20.719381858091364,0.997710636528036,0.20279843659151375,0.8423262024523063,18.420252473282673,0.5583572119707629,11,1807,13,30.87152777777778,162.40073513292026,0.047075184279034725,0.23076923076923078,13,1810,0.8461538461538461,2026-06-28T23:00:00+00:00,2026-07-29T19:55:00+00:00
-6,Official,Chronos-Bolt,19.24809914082001,0.9942070381824689,0.2758991107950275,0.7415639267201348,11.506457839972366,0.5235721912450851,11,1905,13,28.87152777777778,156.2607751762181,0.024409288472941545,0.15384615384615385,13,1905,0.8461538461538461,2026-06-30T23:00:00+00:00,2026-07-29T19:55:00+00:00
-7,Official,Sundial,18.568248993699743,1.0333487872746703,0.22407029802016457,0.786048110413041,16.141795430430143,0.5126191988539627,11,2156,13,30.87152777777778,150.46020556945606,0.00119800535413767,0.3076923076923077,13,2158,0.8461538461538461,2026-06-28T23:00:00+00:00,2026-07-29T19:55:00+00:00
-8,Official,Seasonal-Naive,17.121543259255866,1.2531110461114354,0.3685124165744261,0.9806083440067285,0.0,0.3870130765167135,11,2507,13,34.21527777777778,141.47877725045217,0.036062142201504895,0.3076923076923077,13,2516,0.8461538461538461,2026-06-25T14:25:00+00:00,2026-07-29T19:55:00+00:00
-9,Official,Moving-Average,16.87447336549945,1.1625727062657825,0.3444240263489437,0.9379539826211685,2.7790310256419133,0.3803942725090603,11,2507,13,34.21527777777778,141.72499881877133,0.06742859784739022,0.15384615384615385,13,2507,0.8461538461538461,2026-06-25T14:45:00+00:00,2026-07-29T19:55:00+00:00
-10,Official,ARIMA,16.78353890466761,1.168406049648941,0.3469823419203944,0.9256866790685851,1.5261246680108667,0.3743395722120883,11,2507,13,34.21527777777778,141.67568464678112,0.045146045880516045,0.15384615384615385,13,2507,0.8461538461538461,2026-06-25T14:45:00+00:00,2026-07-29T19:55:00+00:00
-11,Official,Toto-1.0,29.626395139375315,1.6788630281484846,0.28179930786545043,0.7238112560219919,-19.0326826768058,0.37403364753364843,11,1932,13,28.87152777777778,211.4082831681523,-0.010383157648980597,0.23076923076923078,13,1932,0.8461538461538461,2026-06-30T23:00:00+00:00,2026-07-29T19:55:00+00:00
-12,Official,ETS,18.579805926705003,1.4286559684782423,0.3173885507420053,1.1370779774575792,-3.9551965548467547,0.3660656141381526,11,2507,13,34.21527777777778,146.56676751205242,0.05096795877089985,0.15384615384615385,13,2507,0.8461538461538461,2026-06-25T14:45:00+00:00,2026-07-29T19:55:00+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
+1,Official,Chronos-2,15.201024002363626,0.8938532975149169,0.15958732001297868,0.6574898711139989,23.508841721913804,0.6689366239350181,11,2678,13,34.21527777777778,136.3097945273363,0.03211215345929586,0.23076923076923078,13,2683,0.8461538461538461,2026-06-25T14:45:00+00:00,2026-07-29T19:55:00+00:00
+2,Official,TiRex,15.36968077178162,0.8970072583270248,0.19489386300964948,0.6900925463999266,24.80404883248728,0.6672366222843691,11,2669,13,34.21527777777778,138.9676329479139,0.03174634436626464,0.23076923076923078,13,2669,0.8461538461538461,2026-06-25T14:45:00+00:00,2026-07-29T19:55:00+00:00
+3,Official,TimesFM-2.5,15.254588518597519,0.8937147407949563,0.13715248652917064,0.7355866227944939,23.8881070290733,0.6085058782720772,11,2664,13,34.21527777777778,136.56183580400523,0.03268719367039637,0.23076923076923078,13,2664,0.8461538461538461,2026-06-25T14:45:00+00:00,2026-07-29T19:55:00+00:00
+4,Official,Moirai-2.0,18.965016095616956,0.9471932774974692,0.24052492278546136,0.6930963623213893,22.194681825138126,0.57891199918493,11,1920,13,28.87152777777778,155.3171967798203,0.06359440612057435,0.23076923076923078,13,1920,0.8461538461538461,2026-06-30T23:00:00+00:00,2026-07-29T19:55:00+00:00
+5,Official,TabPFN-TS,20.71483357507939,0.9971966281435913,0.20276931586893496,0.841966979035134,18.440302913792582,0.5583766874463345,11,1809,13,30.87152777777778,162.38340354072548,0.0458727740942501,0.23076923076923078,13,1812,0.8461538461538461,2026-06-28T23:00:00+00:00,2026-07-29T19:55:00+00:00
+6,Official,Chronos-Bolt,19.243688612969954,0.9936622852471874,0.2758650892800562,0.7413282851225069,11.533893251269006,0.5235811271473542,11,1907,13,28.87152777777778,156.24416424310226,0.02328156674487641,0.15384615384615385,13,1907,0.8461538461538461,2026-06-30T23:00:00+00:00,2026-07-29T19:55:00+00:00
+7,Official,Sundial,18.564954749234516,1.0329089466270656,0.2240356388273619,0.7857559944006648,16.161733693345816,0.5127112985928534,11,2158,13,30.87152777777778,150.44735898669867,0.00029685119265217166,0.3076923076923077,13,2160,0.8461538461538461,2026-06-28T23:00:00+00:00,2026-07-29T19:55:00+00:00
+8,Official,Seasonal-Naive,17.119032310198996,1.252805573587957,0.36849693144409684,0.9803972602388249,0.0,0.3869236696898364,11,2509,13,34.21527777777778,141.46839392574665,0.03557786254248723,0.3076923076923077,13,2518,0.8461538461538461,2026-06-25T14:25:00+00:00,2026-07-29T19:55:00+00:00
+9,Official,Moving-Average,16.872102275535863,1.1622826746979764,0.34440581827912947,0.9377438728761819,2.789573159891086,0.3802816463715424,11,2509,13,34.21527777777778,141.71453675214704,0.06671919946620322,0.15384615384615385,13,2509,0.8461538461538461,2026-06-25T14:45:00+00:00,2026-07-29T19:55:00+00:00
+10,Official,ARIMA,16.781118699425008,1.1680750177971988,0.3469614500739273,0.9254741814889367,1.5430157539176543,0.3743886160427353,11,2509,13,34.21527777777778,141.66529137233084,0.044396387696880445,0.15384615384615385,13,2509,0.8461538461538461,2026-06-25T14:45:00+00:00,2026-07-29T19:55:00+00:00
+11,Official,Toto-1.0,29.603430723433654,1.6773916780467106,0.2817702603136214,0.72358941006252,-19.03676329346711,0.3739283870565412,11,1934,13,28.87152777777778,211.36208944661607,-0.01099012546371949,0.23076923076923078,13,1934,0.8461538461538461,2026-06-30T23:00:00+00:00,2026-07-29T19:55:00+00:00
+12,Official,ETS,18.576528776341323,1.4281937532924311,0.31735027942804084,1.1367358405787058,-3.932881192556861,0.3662174439764083,11,2509,13,34.21527777777778,146.55536095794773,0.05022990049664519,0.15384615384615385,13,2509,0.8461538461538461,2026-06-25T14:45:00+00:00,2026-07-29T19:55:00+00:00

results/aggregates/live_rank_1d.csv CHANGED Viewed

@@ -1,13 +1,13 @@
 Rank,Status,model,WinRate,eligible_opponents,shared_releases,shared_datasets,covered_span_days
-1,Official,Chronos-2,0.6689977958017029,11,2676,13,34.21527777777778
-2,Official,TiRex,0.667272908045251,11,2667,13,34.21527777777778
-3,Official,TimesFM-2.5,0.6083824001678714,11,2662,13,34.21527777777778
-4,Official,Moirai-2.0,0.5789521110057009,11,1918,13,28.87152777777778
-5,Official,TabPFN-TS,0.5583572119707629,11,1807,13,30.87152777777778
-6,Official,Chronos-Bolt,0.5235721912450851,11,1905,13,28.87152777777778
-7,Official,Sundial,0.5126191988539627,11,2156,13,30.87152777777778
-8,Official,Seasonal-Naive,0.3870130765167135,11,2507,13,34.21527777777778
-9,Official,Moving-Average,0.3803942725090603,11,2507,13,34.21527777777778
-10,Official,ARIMA,0.3743395722120883,11,2507,13,34.21527777777778
-11,Official,Toto-1.0,0.37403364753364843,11,1932,13,28.87152777777778
-12,Official,ETS,0.3660656141381526,11,2507,13,34.21527777777778

 Rank,Status,model,WinRate,eligible_opponents,shared_releases,shared_datasets,covered_span_days
+1,Official,Chronos-2,0.6689366239350181,11,2678,13,34.21527777777778
+2,Official,TiRex,0.6672366222843691,11,2669,13,34.21527777777778
+3,Official,TimesFM-2.5,0.6085058782720772,11,2664,13,34.21527777777778
+4,Official,Moirai-2.0,0.57891199918493,11,1920,13,28.87152777777778
+5,Official,TabPFN-TS,0.5583766874463345,11,1809,13,30.87152777777778
+6,Official,Chronos-Bolt,0.5235811271473542,11,1907,13,28.87152777777778
+7,Official,Sundial,0.5127112985928534,11,2158,13,30.87152777777778
+8,Official,Seasonal-Naive,0.3869236696898364,11,2509,13,34.21527777777778
+9,Official,Moving-Average,0.3802816463715424,11,2509,13,34.21527777777778
+10,Official,ARIMA,0.3743886160427353,11,2509,13,34.21527777777778
+11,Official,Toto-1.0,0.3739283870565412,11,1934,13,28.87152777777778
+12,Official,ETS,0.3662174439764083,11,2509,13,34.21527777777778

results/aggregates/live_rank_30d.csv CHANGED Viewed

@@ -1,13 +1,13 @@
 Rank,Status,model,WinRate,eligible_opponents,shared_releases,shared_datasets,covered_span_days
-1,Official,Chronos-2,0.6689977958017029,11,2676,13,34.21527777777778
-2,Official,TiRex,0.667272908045251,11,2667,13,34.21527777777778
-3,Official,TimesFM-2.5,0.6083824001678714,11,2662,13,34.21527777777778
-4,Official,Moirai-2.0,0.5789521110057009,11,1918,13,28.87152777777778
-5,Official,TabPFN-TS,0.5583572119707629,11,1807,13,30.87152777777778
-6,Official,Chronos-Bolt,0.5235721912450851,11,1905,13,28.87152777777778
-7,Official,Sundial,0.5126191988539627,11,2156,13,30.87152777777778
-8,Official,Seasonal-Naive,0.3870130765167135,11,2507,13,34.21527777777778
-9,Official,Moving-Average,0.3803942725090603,11,2507,13,34.21527777777778
-10,Official,ARIMA,0.3743395722120883,11,2507,13,34.21527777777778
-11,Official,Toto-1.0,0.37403364753364843,11,1932,13,28.87152777777778
-12,Official,ETS,0.3660656141381526,11,2507,13,34.21527777777778

 Rank,Status,model,WinRate,eligible_opponents,shared_releases,shared_datasets,covered_span_days
+1,Official,Chronos-2,0.6689366239350181,11,2678,13,34.21527777777778
+2,Official,TiRex,0.6672366222843691,11,2669,13,34.21527777777778
+3,Official,TimesFM-2.5,0.6085058782720772,11,2664,13,34.21527777777778
+4,Official,Moirai-2.0,0.57891199918493,11,1920,13,28.87152777777778
+5,Official,TabPFN-TS,0.5583766874463345,11,1809,13,30.87152777777778
+6,Official,Chronos-Bolt,0.5235811271473542,11,1907,13,28.87152777777778
+7,Official,Sundial,0.5127112985928534,11,2158,13,30.87152777777778
+8,Official,Seasonal-Naive,0.3869236696898364,11,2509,13,34.21527777777778
+9,Official,Moving-Average,0.3802816463715424,11,2509,13,34.21527777777778
+10,Official,ARIMA,0.3743886160427353,11,2509,13,34.21527777777778
+11,Official,Toto-1.0,0.3739283870565412,11,1934,13,28.87152777777778
+12,Official,ETS,0.3662174439764083,11,2509,13,34.21527777777778

results/aggregates/live_rank_7d.csv CHANGED Viewed

@@ -1,13 +1,13 @@
 Rank,Status,model,WinRate,eligible_opponents,shared_releases,shared_datasets,covered_span_days
-1,Official,Chronos-2,0.6689977958017029,11,2676,13,34.21527777777778
-2,Official,TiRex,0.667272908045251,11,2667,13,34.21527777777778
-3,Official,TimesFM-2.5,0.6083824001678714,11,2662,13,34.21527777777778
-4,Official,Moirai-2.0,0.5789521110057009,11,1918,13,28.87152777777778
-5,Official,TabPFN-TS,0.5583572119707629,11,1807,13,30.87152777777778
-6,Official,Chronos-Bolt,0.5235721912450851,11,1905,13,28.87152777777778
-7,Official,Sundial,0.5126191988539627,11,2156,13,30.87152777777778
-8,Official,Seasonal-Naive,0.3870130765167135,11,2507,13,34.21527777777778
-9,Official,Moving-Average,0.3803942725090603,11,2507,13,34.21527777777778
-10,Official,ARIMA,0.3743395722120883,11,2507,13,34.21527777777778
-11,Official,Toto-1.0,0.37403364753364843,11,1932,13,28.87152777777778
-12,Official,ETS,0.3660656141381526,11,2507,13,34.21527777777778

 Rank,Status,model,WinRate,eligible_opponents,shared_releases,shared_datasets,covered_span_days
+1,Official,Chronos-2,0.6689366239350181,11,2678,13,34.21527777777778
+2,Official,TiRex,0.6672366222843691,11,2669,13,34.21527777777778
+3,Official,TimesFM-2.5,0.6085058782720772,11,2664,13,34.21527777777778
+4,Official,Moirai-2.0,0.57891199918493,11,1920,13,28.87152777777778
+5,Official,TabPFN-TS,0.5583766874463345,11,1809,13,30.87152777777778
+6,Official,Chronos-Bolt,0.5235811271473542,11,1907,13,28.87152777777778
+7,Official,Sundial,0.5127112985928534,11,2158,13,30.87152777777778
+8,Official,Seasonal-Naive,0.3869236696898364,11,2509,13,34.21527777777778
+9,Official,Moving-Average,0.3802816463715424,11,2509,13,34.21527777777778
+10,Official,ARIMA,0.3743886160427353,11,2509,13,34.21527777777778
+11,Official,Toto-1.0,0.3739283870565412,11,1934,13,28.87152777777778
+12,Official,ETS,0.3662174439764083,11,2509,13,34.21527777777778

results/aggregates/live_rank_up_to_now.csv CHANGED Viewed

@@ -1,13 +1,13 @@
 Rank,Status,model,WinRate,eligible_opponents,shared_releases,shared_datasets,covered_span_days
-1,Official,Chronos-2,0.6689977958017029,11,2676,13,34.21527777777778
-2,Official,TiRex,0.667272908045251,11,2667,13,34.21527777777778
-3,Official,TimesFM-2.5,0.6083824001678714,11,2662,13,34.21527777777778
-4,Official,Moirai-2.0,0.5789521110057009,11,1918,13,28.87152777777778
-5,Official,TabPFN-TS,0.5583572119707629,11,1807,13,30.87152777777778
-6,Official,Chronos-Bolt,0.5235721912450851,11,1905,13,28.87152777777778
-7,Official,Sundial,0.5126191988539627,11,2156,13,30.87152777777778
-8,Official,Seasonal-Naive,0.3870130765167135,11,2507,13,34.21527777777778
-9,Official,Moving-Average,0.3803942725090603,11,2507,13,34.21527777777778
-10,Official,ARIMA,0.3743395722120883,11,2507,13,34.21527777777778
-11,Official,Toto-1.0,0.37403364753364843,11,1932,13,28.87152777777778
-12,Official,ETS,0.3660656141381526,11,2507,13,34.21527777777778

 Rank,Status,model,WinRate,eligible_opponents,shared_releases,shared_datasets,covered_span_days
+1,Official,Chronos-2,0.6689366239350181,11,2678,13,34.21527777777778
+2,Official,TiRex,0.6672366222843691,11,2669,13,34.21527777777778
+3,Official,TimesFM-2.5,0.6085058782720772,11,2664,13,34.21527777777778
+4,Official,Moirai-2.0,0.57891199918493,11,1920,13,28.87152777777778
+5,Official,TabPFN-TS,0.5583766874463345,11,1809,13,30.87152777777778
+6,Official,Chronos-Bolt,0.5235811271473542,11,1907,13,28.87152777777778
+7,Official,Sundial,0.5127112985928534,11,2158,13,30.87152777777778
+8,Official,Seasonal-Naive,0.3869236696898364,11,2509,13,34.21527777777778
+9,Official,Moving-Average,0.3802816463715424,11,2509,13,34.21527777777778
+10,Official,ARIMA,0.3743886160427353,11,2509,13,34.21527777777778
+11,Official,Toto-1.0,0.3739283870565412,11,1934,13,28.87152777777778
+12,Official,ETS,0.3662174439764083,11,2509,13,34.21527777777778

results/aggregates/live_release_metrics.csv CHANGED Viewed

@@ -1181,6 +1181,7 @@ future-def70342b7d2e8435a59,2026-07-26T14:00:00+00:00,2026-07-27T22:37:47.156609
 future-df50db58a93dae06e098,2026-07-21T06:00:00+00:00,2026-07-21T06:24:52.436225+00:00,2026-07-20T06:30:39.260769+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,ARIMA,livehouse-canonical-v1,4.001170436580497,2.0002925877432274,0.02203558128742672,2.6713661468150756,-30.39197397229171,True
 future-dfc69a577a179042c27e,2026-07-24T03:30:00+00:00,2026-07-24T03:36:42.931392+00:00,2026-07-23T21:37:52.888722+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,ARIMA,livehouse-canonical-v1,0.5172558847134725,0.7192050366296613,0.16282472898588418,0.6065223106340539,45.05937774785554,True
 future-dfd43e7f55a5183e4eb0,2026-07-25T06:00:00+00:00,2026-07-25T08:52:16.601036+00:00,2026-07-24T06:20:54.300580+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,ARIMA,livehouse-canonical-v1,2.0030811547356007,1.415302495841649,0.008070643356983933,0.6801317725091276,-8.766877742782592,True
 future-dfe90c804f6ffa9d0ef5,2026-07-25T14:06:00+00:00,2026-07-25T14:19:27.634558+00:00,2026-07-25T08:18:45.170163+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,ARIMA,livehouse-canonical-v1,1.9719052297024513,1.4042454307215855,2.429969271482354,1.0492781966946485,22.858014400150488,True
 future-e0cc6d7655670c1e5765,2026-07-27T22:30:00+00:00,2026-07-29T08:00:02.215524+00:00,2026-07-29T06:46:49.337993+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,ARIMA,livehouse-canonical-v1,9.578202015526527e-15,9.786828912128038e-08,,2.502171382189061e-07,0.0,False
 future-e1d75b7b9a7cc56bc26a,2026-07-20T21:40:00+00:00,2026-07-21T08:36:35.674665+00:00,2026-07-21T06:57:24.276636+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,ARIMA,livehouse-canonical-v1,9.578202015526527e-15,9.786828912128038e-08,,2.502171382189061e-07,0.0,False
@@ -1237,6 +1238,7 @@ future-fd63f4e4b383f8356a9e,2026-07-19T04:50:00+00:00,2026-07-20T07:48:49.864888
 future-ff13d7be68f502a5ac9b,2026-07-24T17:20:00+00:00,2026-07-26T03:14:20.762957+00:00,2026-07-26T01:54:05.904594+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,ARIMA,livehouse-canonical-v1,9.578202015526527e-15,9.786828912128038e-08,,2.502171382189061e-07,0.0,False
 future-ffa114912aa2bfb869a0,2026-07-21T23:50:00+00:00,2026-07-22T13:27:40.539731+00:00,2026-07-22T12:18:39.301639+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,ARIMA,livehouse-canonical-v1,9.578202015526527e-15,9.786828912128038e-08,,2.502171382189061e-07,0.0,False
 future-ffde05d30f6b265005a7,2026-07-23T04:30:00+00:00,2026-07-23T22:50:04.949792+00:00,2026-07-23T21:56:04.785050+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,ARIMA,livehouse-canonical-v1,9.578202015526527e-15,9.786828912128038e-08,,2.502171382189061e-07,0.0,False
 future-fff73ebc9fa9f0372904,2026-07-15T14:20:00+00:00,2026-07-16T15:18:02.701104+00:00,2026-07-16T01:51:15.395016+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,ARIMA,livehouse-canonical-v1,1.2279792221798873,1.10814223914617,0.17418639937906366,0.8081631846310084,-28.95959877528135,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-06-26T23:00:00+00:00|62bcb2214c76cbea33ab,2026-06-26T23:00:00+00:00,2026-06-30T04:36:56.000981+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,ARIMA,livehouse-canonical-v1,5.439105292405419,2.332188948692927,0.1714652592832502,1.833817845670983,-69.90001950500877,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-06-27T23:00:00+00:00|d8324a09f9f7055fdbee,2026-06-27T23:00:00+00:00,2026-07-01T05:03:21.976254+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,ARIMA,livehouse-canonical-v1,3.2850408915737184,1.8124681767064819,0.12453698202543993,1.3754639115340577,-93.65357783593788,True
@@ -3744,6 +3746,7 @@ future-def70342b7d2e8435a59,2026-07-26T14:00:00+00:00,2026-07-27T22:37:47.184196
 future-df50db58a93dae06e098,2026-07-21T06:00:00+00:00,2026-07-21T06:24:52.463228+00:00,2026-07-20T06:30:39.260769+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,Chronos-2,livehouse-canonical-v1,8.113285903904208,2.8483830332144953,0.02025038877595049,2.2157723378543412,-58.31948340651339,True
 future-dfc69a577a179042c27e,2026-07-24T03:30:00+00:00,2026-07-24T03:36:42.979197+00:00,2026-07-23T21:37:52.888722+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,Chronos-2,livehouse-canonical-v1,0.004080142903196078,0.06387599629904867,0.012453917454995495,0.14263588457461449,99.40426633399089,True
 future-dfd43e7f55a5183e4eb0,2026-07-25T06:00:00+00:00,2026-07-25T08:52:16.647491+00:00,2026-07-24T06:20:54.300580+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,Chronos-2,livehouse-canonical-v1,2.2560049558764144,1.5020003182011694,0.013873897978694727,0.9690457209453692,-14.629168221358189,True
 future-dfe90c804f6ffa9d0ef5,2026-07-25T14:06:00+00:00,2026-07-25T14:19:27.744319+00:00,2026-07-25T08:18:45.170163+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,Chronos-2,livehouse-canonical-v1,0.01071480186692786,0.10351232712545816,0.23046272019907857,0.19549957311745927,99.31995725397667,True
 future-e0cc6d7655670c1e5765,2026-07-27T22:30:00+00:00,2026-07-29T08:00:02.250352+00:00,2026-07-29T06:46:49.337993+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Chronos-2,livehouse-canonical-v1,1.7296862743653321e-18,1.3151753777977035e-09,,2.356162747109682e-09,0.0,False
 future-e1d75b7b9a7cc56bc26a,2026-07-20T21:40:00+00:00,2026-07-21T08:36:35.679126+00:00,2026-07-21T06:57:24.276636+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Chronos-2,livehouse-canonical-v1,1.7296862743653321e-18,1.3151753777977035e-09,,2.356162747109682e-09,0.0,False
@@ -3801,6 +3804,7 @@ future-fd63f4e4b383f8356a9e,2026-07-19T04:50:00+00:00,2026-07-20T07:48:49.869622
 future-ff13d7be68f502a5ac9b,2026-07-24T17:20:00+00:00,2026-07-26T03:14:20.796813+00:00,2026-07-26T01:54:05.904594+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Chronos-2,livehouse-canonical-v1,1.7296862743653321e-18,1.3151753777977035e-09,,2.356162747109682e-09,0.0,False
 future-ffa114912aa2bfb869a0,2026-07-21T23:50:00+00:00,2026-07-22T13:27:40.546922+00:00,2026-07-22T12:18:39.301639+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Chronos-2,livehouse-canonical-v1,1.7296862743653321e-18,1.3151753777977035e-09,,2.356162747109682e-09,0.0,False
 future-ffde05d30f6b265005a7,2026-07-23T04:30:00+00:00,2026-07-23T22:50:04.976614+00:00,2026-07-23T21:56:04.785050+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Chronos-2,livehouse-canonical-v1,1.7296862743653321e-18,1.3151753777977035e-09,,2.356162747109682e-09,0.0,False
 future-fff73ebc9fa9f0372904,2026-07-15T14:20:00+00:00,2026-07-16T15:18:02.730046+00:00,2026-07-16T01:51:15.395016+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Chronos-2,livehouse-canonical-v1,1.4403147505835507,1.2001311389108904,0.20068230504277962,0.9277884476479777,-36.08572031483533,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-06-26T23:00:00+00:00|62bcb2214c76cbea33ab,2026-06-26T23:00:00+00:00,2026-06-30T04:30:15.487388+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,Chronos-2,livehouse-canonical-v1,0.9419342821118956,0.9705329886778169,0.06948273301970269,0.6290972411916594,1.1373874677595237,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-06-27T23:00:00+00:00|d8324a09f9f7055fdbee,2026-06-27T23:00:00+00:00,2026-07-01T04:59:56.888243+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,Chronos-2,livehouse-canonical-v1,0.035712185767807984,0.18897668048679442,0.013632190320527893,0.23043927660545455,50.18167142294637,True
@@ -6125,6 +6129,7 @@ future-def70342b7d2e8435a59,2026-07-26T14:00:00+00:00,2026-07-27T22:37:47.209199
 future-df50db58a93dae06e098,2026-07-21T06:00:00+00:00,2026-07-21T06:24:52.479501+00:00,2026-07-20T06:30:39.260769+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,Chronos-Bolt,livehouse-canonical-v1,5.96803675881192,2.4429565609752295,0.01688583231674279,1.8669349966919127,-47.28604332151213,True
 future-dfc69a577a179042c27e,2026-07-24T03:30:00+00:00,2026-07-24T03:36:43.019086+00:00,2026-07-23T21:37:52.888722+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,Chronos-Bolt,livehouse-canonical-v1,0.4954926793067278,0.7039124088313317,0.1419294477459055,0.4740605513337115,46.755572044763824,True
 future-dfd43e7f55a5183e4eb0,2026-07-25T06:00:00+00:00,2026-07-25T08:52:16.668548+00:00,2026-07-24T06:20:54.300580+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,Chronos-Bolt,livehouse-canonical-v1,4.231186308620229,2.056984761397184,0.01879295978035576,1.3269289689017092,-43.15438888176877,True
 future-dfe90c804f6ffa9d0ef5,2026-07-25T14:06:00+00:00,2026-07-25T14:19:27.761502+00:00,2026-07-25T08:18:45.170163+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,Chronos-Bolt,livehouse-canonical-v1,0.0638395336732687,0.2526648643426084,0.4158089773940624,0.28808393959516676,96.01543191419543,True
 future-e0cc6d7655670c1e5765,2026-07-27T22:30:00+00:00,2026-07-29T08:00:02.286908+00:00,2026-07-29T06:46:49.337993+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Chronos-Bolt,livehouse-canonical-v1,1.0941039077622847e-12,1.0459942197556757e-06,,3.2148618499168906e-06,-100.0,False
 future-e1d75b7b9a7cc56bc26a,2026-07-20T21:40:00+00:00,2026-07-21T08:36:35.686260+00:00,2026-07-21T06:57:24.276636+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Chronos-Bolt,livehouse-canonical-v1,1.0941039077622847e-12,1.0459942197556757e-06,,3.2148618499168906e-06,-100.0,False
@@ -6182,6 +6187,7 @@ future-fd63f4e4b383f8356a9e,2026-07-19T04:50:00+00:00,2026-07-20T07:48:49.879577
 future-ff13d7be68f502a5ac9b,2026-07-24T17:20:00+00:00,2026-07-26T03:14:20.826429+00:00,2026-07-26T01:54:05.904594+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Chronos-Bolt,livehouse-canonical-v1,1.0941039077622847e-12,1.0459942197556757e-06,,3.2148618499168906e-06,-100.0,False
 future-ffa114912aa2bfb869a0,2026-07-21T23:50:00+00:00,2026-07-22T13:27:40.554297+00:00,2026-07-22T12:18:39.301639+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Chronos-Bolt,livehouse-canonical-v1,1.0941039077622847e-12,1.0459942197556757e-06,,3.2148618499168906e-06,-100.0,False
 future-ffde05d30f6b265005a7,2026-07-23T04:30:00+00:00,2026-07-23T22:50:04.984597+00:00,2026-07-23T21:56:04.785050+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Chronos-Bolt,livehouse-canonical-v1,1.0941039077622847e-12,1.0459942197556757e-06,,3.2148618499168906e-06,-100.0,False
 future-fff73ebc9fa9f0372904,2026-07-15T14:20:00+00:00,2026-07-16T15:18:02.745956+00:00,2026-07-16T01:51:15.395016+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Chronos-Bolt,livehouse-canonical-v1,1.0512699582295495,1.0253145655015097,0.16143175302135762,0.7837319557615543,-21.693712213105794,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-06-30T23:00:00+00:00|f0c5c06a58d163eba6f4,2026-06-30T23:00:00+00:00,2026-07-04T04:45:59.079683+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,Chronos-Bolt,livehouse-canonical-v1,0.08505298355444778,0.29163844663289473,0.024579411757571498,0.2308634226579111,48.055880885914114,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-07-01T23:00:00+00:00|48d14f7bb71dc2740ccd,2026-07-01T23:00:00+00:00,2026-07-05T05:34:31.862969+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,Chronos-Bolt,livehouse-canonical-v1,0.08435077820180308,0.2904320543635001,0.023105506573262585,0.18778312469125147,30.209783825993973,True
@@ -8274,6 +8280,7 @@ future-def70342b7d2e8435a59,2026-07-26T14:00:00+00:00,2026-07-27T22:37:47.242346
 future-df50db58a93dae06e098,2026-07-21T06:00:00+00:00,2026-07-21T06:24:52.492814+00:00,2026-07-20T06:30:39.260769+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,ETS,livehouse-canonical-v1,4.701027434095418,2.1681852859235575,0.014661084530742621,1.7693169366441455,-37.51727304280269,True
 future-dfc69a577a179042c27e,2026-07-24T03:30:00+00:00,2026-07-24T03:36:43.051979+00:00,2026-07-23T21:37:52.888722+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,ETS,livehouse-canonical-v1,0.2562406968339203,0.5062022291870318,0.11398753485540156,0.4145206786231418,68.40334281653269,True
 future-dfd43e7f55a5183e4eb0,2026-07-25T06:00:00+00:00,2026-07-25T08:52:16.697446+00:00,2026-07-24T06:20:54.300580+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,ETS,livehouse-canonical-v1,2.349801332225942,1.5329061720229136,0.014065429037619417,1.2696879671247965,-16.61614649477251,True
 future-dfe90c804f6ffa9d0ef5,2026-07-25T14:06:00+00:00,2026-07-25T14:19:27.798280+00:00,2026-07-25T08:18:45.170163+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,ETS,livehouse-canonical-v1,4.534578495126836,2.129454976074121,3.7620984514919633,1.5948788784422718,-18.16371233532489,True
 future-e0cc6d7655670c1e5765,2026-07-27T22:30:00+00:00,2026-07-29T08:00:02.319046+00:00,2026-07-29T06:46:49.337993+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,ETS,livehouse-canonical-v1,9.578202015526527e-15,9.786828912128038e-08,,2.502171382189061e-07,0.0,False
 future-e1d75b7b9a7cc56bc26a,2026-07-20T21:40:00+00:00,2026-07-21T08:36:35.692179+00:00,2026-07-21T06:57:24.276636+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,ETS,livehouse-canonical-v1,9.578202015526527e-15,9.786828912128038e-08,,2.502171382189061e-07,0.0,False
@@ -8330,6 +8337,7 @@ future-fd63f4e4b383f8356a9e,2026-07-19T04:50:00+00:00,2026-07-20T07:48:49.886176
 future-ff13d7be68f502a5ac9b,2026-07-24T17:20:00+00:00,2026-07-26T03:14:20.850899+00:00,2026-07-26T01:54:05.904594+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,ETS,livehouse-canonical-v1,9.578202015526527e-15,9.786828912128038e-08,,2.502171382189061e-07,0.0,False
 future-ffa114912aa2bfb869a0,2026-07-21T23:50:00+00:00,2026-07-22T13:27:40.567175+00:00,2026-07-22T12:18:39.301639+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,ETS,livehouse-canonical-v1,9.578202015526527e-15,9.786828912128038e-08,,2.502171382189061e-07,0.0,False
 future-ffde05d30f6b265005a7,2026-07-23T04:30:00+00:00,2026-07-23T22:50:05.014435+00:00,2026-07-23T21:56:04.785050+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,ETS,livehouse-canonical-v1,9.578202015526527e-15,9.786828912128038e-08,,2.502171382189061e-07,0.0,False
 future-fff73ebc9fa9f0372904,2026-07-15T14:20:00+00:00,2026-07-16T15:18:02.761485+00:00,2026-07-16T01:51:15.395016+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,ETS,livehouse-canonical-v1,2.5951324796529454,1.610941488587635,0.2921796703675307,1.4765718531977132,-58.6463911985816,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-06-26T23:00:00+00:00|62bcb2214c76cbea33ab,2026-06-26T23:00:00+00:00,2026-06-30T04:36:56.289037+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,ETS,livehouse-canonical-v1,15.074244727721037,3.882556468065988,0.3110937607728242,3.1954190696466496,-87.98333276546315,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-06-27T23:00:00+00:00|d8324a09f9f7055fdbee,2026-06-27T23:00:00+00:00,2026-07-01T05:03:22.109644+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,ETS,livehouse-canonical-v1,8.890533697314956,2.9816997999991472,0.2279197140089726,2.4069318206488495,-97.6071306199294,True
@@ -10540,6 +10548,7 @@ future-def70342b7d2e8435a59,2026-07-26T14:00:00+00:00,2026-07-27T22:37:47.265158
 future-df50db58a93dae06e098,2026-07-21T06:00:00+00:00,2026-07-21T06:24:52.503661+00:00,2026-07-20T06:30:39.260769+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,Moirai-2.0,livehouse-canonical-v1,3.2035492777024754,1.7898461603452056,0.01213614382864483,1.3071836813655984,-19.9938813614713,True
 future-dfc69a577a179042c27e,2026-07-24T03:30:00+00:00,2026-07-24T03:36:43.075821+00:00,2026-07-23T21:37:52.888722+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,Moirai-2.0,livehouse-canonical-v1,0.2255844201353834,0.474957282432203,0.09608045317986208,0.33638371880206974,71.64763733696046,True
 future-dfd43e7f55a5183e4eb0,2026-07-25T06:00:00+00:00,2026-07-25T08:52:16.721403+00:00,2026-07-24T06:20:54.300580+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,Moirai-2.0,livehouse-canonical-v1,3.3093880585159816,1.8191723553627297,0.01678605695070035,1.1081397727013216,-32.65242945318144,True
 future-dfe90c804f6ffa9d0ef5,2026-07-25T14:06:00+00:00,2026-07-25T14:19:27.839925+00:00,2026-07-25T08:18:45.170163+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,Moirai-2.0,livehouse-canonical-v1,0.38644746260758966,0.6216489866537142,1.7594885485218525,0.3700068351772631,78.08600609154382,True
 future-e0cc6d7655670c1e5765,2026-07-27T22:30:00+00:00,2026-07-29T08:00:02.354194+00:00,2026-07-29T06:46:49.337993+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Moirai-2.0,livehouse-canonical-v1,1.2167879962794955e-13,3.488248839001449e-07,,4.100515180343539e-07,0.0,False
 future-e1d75b7b9a7cc56bc26a,2026-07-20T21:40:00+00:00,2026-07-21T08:36:35.701127+00:00,2026-07-21T06:57:24.276636+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Moirai-2.0,livehouse-canonical-v1,1.2167879962794955e-13,3.488248839001449e-07,,4.100515180343539e-07,0.0,False
@@ -10597,6 +10606,7 @@ future-fd63f4e4b383f8356a9e,2026-07-19T04:50:00+00:00,2026-07-20T07:48:49.894935
 future-ff13d7be68f502a5ac9b,2026-07-24T17:20:00+00:00,2026-07-26T03:14:20.877932+00:00,2026-07-26T01:54:05.904594+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Moirai-2.0,livehouse-canonical-v1,1.2167879962794955e-13,3.488248839001449e-07,,4.100515180343539e-07,0.0,False
 future-ffa114912aa2bfb869a0,2026-07-21T23:50:00+00:00,2026-07-22T13:27:40.574029+00:00,2026-07-22T12:18:39.301639+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Moirai-2.0,livehouse-canonical-v1,1.2167879962794955e-13,3.488248839001449e-07,,4.100515180343539e-07,0.0,False
 future-ffde05d30f6b265005a7,2026-07-23T04:30:00+00:00,2026-07-23T22:50:05.043241+00:00,2026-07-23T21:56:04.785050+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Moirai-2.0,livehouse-canonical-v1,1.2167879962794955e-13,3.488248839001449e-07,,4.100515180343539e-07,0.0,False
 future-fff73ebc9fa9f0372904,2026-07-15T14:20:00+00:00,2026-07-16T15:18:02.776338+00:00,2026-07-16T01:51:15.395016+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Moirai-2.0,livehouse-canonical-v1,1.2067998619747842,1.0985444287668953,0.17099765317008095,0.8096965005755796,-28.160670547881015,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-06-30T23:00:00+00:00|f0c5c06a58d163eba6f4,2026-06-30T23:00:00+00:00,2026-07-04T04:45:22.824634+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,Moirai-2.0,livehouse-canonical-v1,0.17837029923060532,0.4223390808705788,0.03830361121841618,0.31449047304342675,15.222455042363848,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-07-01T23:00:00+00:00|48d14f7bb71dc2740ccd,2026-07-01T23:00:00+00:00,2026-07-05T05:26:43.452534+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,Moirai-2.0,livehouse-canonical-v1,0.07108232362897994,0.26661268467381655,0.021635539978957157,0.20228501220449793,37.77214133385306,True
@@ -12699,6 +12709,7 @@ future-def70342b7d2e8435a59,2026-07-26T14:00:00+00:00,2026-07-27T22:37:47.280648
 future-df50db58a93dae06e098,2026-07-21T06:00:00+00:00,2026-07-21T06:24:52.510872+00:00,2026-07-20T06:30:39.260769+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,Moving-Average,livehouse-canonical-v1,1.902498661386895,1.3793109371664154,0.009931864029933901,1.1599020828454039,5.781226230116865,True
 future-dfc69a577a179042c27e,2026-07-24T03:30:00+00:00,2026-07-24T03:36:43.108577+00:00,2026-07-23T21:37:52.888722+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,Moving-Average,livehouse-canonical-v1,1.361801211762002,1.1669623866097836,0.27792152273285836,1.0116378242247162,0.14321611632208786,True
 future-dfd43e7f55a5183e4eb0,2026-07-25T06:00:00+00:00,2026-07-25T08:52:16.753674+00:00,2026-07-24T06:20:54.300580+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,Moving-Average,livehouse-canonical-v1,2.0281982924910245,1.4241482691387946,0.013082371338478815,1.1729113489352476,-9.38480774911903,True
 future-dfe90c804f6ffa9d0ef5,2026-07-25T14:06:00+00:00,2026-07-25T14:19:27.885422+00:00,2026-07-25T08:18:45.170163+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,Moving-Average,livehouse-canonical-v1,2.6515149017974378,1.6283472915190536,5.016691794339575,1.581342078950712,8.442391401265956,True
 future-e0cc6d7655670c1e5765,2026-07-27T22:30:00+00:00,2026-07-29T08:00:02.398510+00:00,2026-07-29T06:46:49.337993+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Moving-Average,livehouse-canonical-v1,9.578202015526527e-15,9.786828912128038e-08,,2.502171382189061e-07,0.0,False
 future-e1d75b7b9a7cc56bc26a,2026-07-20T21:40:00+00:00,2026-07-21T08:36:35.706773+00:00,2026-07-21T06:57:24.276636+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Moving-Average,livehouse-canonical-v1,9.578202015526527e-15,9.786828912128038e-08,,2.502171382189061e-07,0.0,False
@@ -12755,6 +12766,7 @@ future-fd63f4e4b383f8356a9e,2026-07-19T04:50:00+00:00,2026-07-20T07:48:49.901009
 future-ff13d7be68f502a5ac9b,2026-07-24T17:20:00+00:00,2026-07-26T03:14:20.906806+00:00,2026-07-26T01:54:05.904594+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Moving-Average,livehouse-canonical-v1,9.578202015526527e-15,9.786828912128038e-08,,2.502171382189061e-07,0.0,False
 future-ffa114912aa2bfb869a0,2026-07-21T23:50:00+00:00,2026-07-22T13:27:40.579934+00:00,2026-07-22T12:18:39.301639+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Moving-Average,livehouse-canonical-v1,9.578202015526527e-15,9.786828912128038e-08,,2.502171382189061e-07,0.0,False
 future-ffde05d30f6b265005a7,2026-07-23T04:30:00+00:00,2026-07-23T22:50:05.076655+00:00,2026-07-23T21:56:04.785050+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Moving-Average,livehouse-canonical-v1,9.578202015526527e-15,9.786828912128038e-08,,2.502171382189061e-07,0.0,False
 future-fff73ebc9fa9f0372904,2026-07-15T14:20:00+00:00,2026-07-16T15:18:02.802568+00:00,2026-07-16T01:51:15.395016+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Moving-Average,livehouse-canonical-v1,0.4977817360142099,0.7055364880813818,0.11372462395161259,0.5478948012658095,15.216551230680146,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-06-26T23:00:00+00:00|62bcb2214c76cbea33ab,2026-06-26T23:00:00+00:00,2026-06-30T04:36:56.482518+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,Moving-Average,livehouse-canonical-v1,2.198442128791172,1.4827144461396375,0.12283489203386348,1.183539909661345,-39.05170781178794,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-06-27T23:00:00+00:00|d8324a09f9f7055fdbee,2026-06-27T23:00:00+00:00,2026-07-01T05:03:22.177628+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,Moving-Average,livehouse-canonical-v1,1.498777478754258,1.224245677449693,0.10251185507984296,1.0019264871385472,-86.59672088256865,True
@@ -15208,6 +15220,7 @@ future-def70342b7d2e8435a59,2026-07-26T14:00:00+00:00,2026-07-27T22:37:47.330479
 future-df50db58a93dae06e098,2026-07-21T06:00:00+00:00,2026-07-21T06:24:52.518878+00:00,2026-07-20T06:30:39.260769+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,Seasonal-Naive,livehouse-canonical-v1,2.1359717734618875,1.4614964158224568,0.010510258206584423,0.9455124600421515,0.0,True
 future-dfc69a577a179042c27e,2026-07-24T03:30:00+00:00,2026-07-24T03:36:43.153292+00:00,2026-07-23T21:37:52.888722+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,Seasonal-Naive,livehouse-canonical-v1,1.3657074437307475,1.1686348633045085,0.27924734836185083,1.0152165912218374,0.0,True
 future-dfd43e7f55a5183e4eb0,2026-07-25T06:00:00+00:00,2026-07-25T08:52:16.774753+00:00,2026-07-24T06:20:54.300580+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,Seasonal-Naive,livehouse-canonical-v1,1.6801746236872905,1.2962155004810314,0.01224833109298501,0.8265560831142317,0.0,True
 future-dfe90c804f6ffa9d0ef5,2026-07-25T14:06:00+00:00,2026-07-25T14:19:27.920340+00:00,2026-07-25T08:18:45.170163+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,Seasonal-Naive,livehouse-canonical-v1,3.140499420940345,1.7721454288348755,5.123566656092396,1.677715542374523,0.0,True
 future-e0cc6d7655670c1e5765,2026-07-27T22:30:00+00:00,2026-07-29T08:00:02.460015+00:00,2026-07-29T06:46:49.337993+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Seasonal-Naive,livehouse-canonical-v1,0.0,0.0,,0.0,0.0,False
 future-e1d75b7b9a7cc56bc26a,2026-07-20T21:40:00+00:00,2026-07-21T08:36:35.711961+00:00,2026-07-21T06:57:24.276636+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Seasonal-Naive,livehouse-canonical-v1,0.0,0.0,,0.0,0.0,False
@@ -15264,6 +15277,7 @@ future-fd63f4e4b383f8356a9e,2026-07-19T04:50:00+00:00,2026-07-20T07:48:49.911830
 future-ff13d7be68f502a5ac9b,2026-07-24T17:20:00+00:00,2026-07-26T03:14:20.929852+00:00,2026-07-26T01:54:05.904594+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Seasonal-Naive,livehouse-canonical-v1,0.0,0.0,,0.0,0.0,False
 future-ffa114912aa2bfb869a0,2026-07-21T23:50:00+00:00,2026-07-22T13:27:40.586006+00:00,2026-07-22T12:18:39.301639+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Seasonal-Naive,livehouse-canonical-v1,0.0,0.0,,0.0,0.0,False
 future-ffde05d30f6b265005a7,2026-07-23T04:30:00+00:00,2026-07-23T22:50:05.109095+00:00,2026-07-23T21:56:04.785050+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Seasonal-Naive,livehouse-canonical-v1,0.0,0.0,,0.0,0.0,False
 future-fff73ebc9fa9f0372904,2026-07-15T14:20:00+00:00,2026-07-16T15:18:02.815914+00:00,2026-07-16T01:51:15.395016+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Seasonal-Naive,livehouse-canonical-v1,0.6764609805532237,0.8224724801190759,0.12515385002102958,0.6323148481176515,0.0,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-06-26T23:00:00+00:00|62bcb2214c76cbea33ab,2026-06-26T23:00:00+00:00,2026-06-30T04:36:56.611279+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,Seasonal-Naive,livehouse-canonical-v1,0.9636076775540351,0.9816352059467076,0.07862645318264146,0.7569255676882628,0.0,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-06-27T23:00:00+00:00|d8324a09f9f7055fdbee,2026-06-27T23:00:00+00:00,2026-07-01T05:03:22.221903+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,Seasonal-Naive,livehouse-canonical-v1,0.1076574807298234,0.32811199418769105,0.027325186662769365,0.22432922875776695,0.0,True
@@ -17582,6 +17596,7 @@ future-def70342b7d2e8435a59,2026-07-26T14:00:00+00:00,2026-07-27T22:37:47.367145
 future-df50db58a93dae06e098,2026-07-21T06:00:00+00:00,2026-07-21T06:24:52.525558+00:00,2026-07-20T06:30:39.260769+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,Sundial,livehouse-canonical-v1,5.73592666389261,2.3949794704532668,0.016131036069212745,1.899344137683111,-45.731724298523304,True
 future-dfc69a577a179042c27e,2026-07-24T03:30:00+00:00,2026-07-24T03:36:43.213906+00:00,2026-07-23T21:37:52.888722+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,Sundial,livehouse-canonical-v1,0.5017221063451281,0.7083234475471839,0.12431049007284077,0.4397482801122141,46.266020442405164,True
 future-dfd43e7f55a5183e4eb0,2026-07-25T06:00:00+00:00,2026-07-25T08:52:16.798159+00:00,2026-07-24T06:20:54.300580+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,Sundial,livehouse-canonical-v1,2.8441660902956243,1.6864655615504351,0.015264503024766838,1.3267261152393919,-25.72731675602823,True
 future-dfe90c804f6ffa9d0ef5,2026-07-25T14:06:00+00:00,2026-07-25T14:19:27.964402+00:00,2026-07-25T08:18:45.170163+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,Sundial,livehouse-canonical-v1,0.4417415506168006,0.6646364048235701,1.6755679595043333,0.4064277316287145,75.33713928659678,True
 future-e0cc6d7655670c1e5765,2026-07-27T22:30:00+00:00,2026-07-29T08:00:02.482745+00:00,2026-07-29T06:46:49.337993+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Sundial,livehouse-canonical-v1,2.850897572458074e-16,1.6884601187052285e-08,,2.0897535416523022e-08,0.0,False
 future-e1d75b7b9a7cc56bc26a,2026-07-20T21:40:00+00:00,2026-07-21T08:36:35.717026+00:00,2026-07-21T06:57:24.276636+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Sundial,livehouse-canonical-v1,5.044161302986206e-16,2.245921036676536e-08,,1.9987657131872697e-08,0.0,False
@@ -17638,6 +17653,7 @@ future-fd63f4e4b383f8356a9e,2026-07-19T04:50:00+00:00,2026-07-20T07:48:49.919479
 future-ff13d7be68f502a5ac9b,2026-07-24T17:20:00+00:00,2026-07-26T03:14:20.956842+00:00,2026-07-26T01:54:05.904594+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Sundial,livehouse-canonical-v1,4.732804177334174e-16,2.1755009026277544e-08,,2.0061835885547226e-08,0.0,False
 future-ffa114912aa2bfb869a0,2026-07-21T23:50:00+00:00,2026-07-22T13:27:40.591900+00:00,2026-07-22T12:18:39.301639+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Sundial,livehouse-canonical-v1,3.5492665330170444e-16,1.8839497161593895e-08,,1.986862151594061e-08,0.0,False
 future-ffde05d30f6b265005a7,2026-07-23T04:30:00+00:00,2026-07-23T22:50:05.130551+00:00,2026-07-23T21:56:04.785050+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Sundial,livehouse-canonical-v1,3.9449572261619116e-16,1.986191638830934e-08,,2.0021157031846068e-08,0.0,False
 future-fff73ebc9fa9f0372904,2026-07-15T14:20:00+00:00,2026-07-16T15:18:02.829262+00:00,2026-07-16T01:51:15.395016+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Sundial,livehouse-canonical-v1,1.3405711159313891,1.1578303485102595,0.20122448283201044,0.8612221286153402,-32.925114902019196,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-06-28T23:00:00+00:00|33a9bfdbb805724878b1,2026-06-28T23:00:00+00:00,2026-07-02T05:25:44.915181+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,Sundial,livehouse-canonical-v1,0.4215215618283419,0.6492469189979586,0.045071234766814884,0.4510545254337132,1.7345289805031707,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-06-29T23:00:00+00:00|4be7cbdc56ccf1c1e9fd,2026-06-29T23:00:00+00:00,2026-07-03T04:11:20.983336+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,Sundial,livehouse-canonical-v1,0.3606367663835577,0.600530404212441,0.04252836434699405,0.337732755787818,37.08745825991056,True
@@ -19613,6 +19629,7 @@ future-def70342b7d2e8435a59,2026-07-26T14:00:00+00:00,2026-07-27T22:37:47.392255
 future-df50db58a93dae06e098,2026-07-21T06:00:00+00:00,2026-07-21T06:24:52.532133+00:00,2026-07-20T06:30:39.260769+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,TabPFN-TS,livehouse-canonical-v1,6.576822010638591,2.564531538242139,0.01772787828893083,2.2329054187283766,-50.96930269692116,True
 future-dfc69a577a179042c27e,2026-07-24T03:30:00+00:00,2026-07-24T03:36:43.249958+00:00,2026-07-23T21:37:52.888722+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,TabPFN-TS,livehouse-canonical-v1,2.0566808222414017,1.4341132529341614,0.3070352194979143,1.168668854704019,-20.18980094633942,True
 future-dfd43e7f55a5183e4eb0,2026-07-25T06:00:00+00:00,2026-07-25T08:52:16.835999+00:00,2026-07-24T06:20:54.300580+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,TabPFN-TS,livehouse-canonical-v1,1.6740136547343187,1.293836796019621,0.011933554487200813,1.166515310353448,0.18367987845545117,True
 future-dfe90c804f6ffa9d0ef5,2026-07-25T14:06:00+00:00,2026-07-25T14:19:28.010363+00:00,2026-07-25T08:18:45.170163+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,TabPFN-TS,livehouse-canonical-v1,0.0962287964916042,0.31020766671957706,0.95622362961211,0.28535064299775986,94.05394645288118,True
 future-e0cc6d7655670c1e5765,2026-07-27T22:30:00+00:00,2026-07-29T08:00:02.520803+00:00,2026-07-29T06:46:49.337993+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,TabPFN-TS,livehouse-canonical-v1,0.0,0.0,,0.0,0.0,False
 future-e1d75b7b9a7cc56bc26a,2026-07-20T21:40:00+00:00,2026-07-21T08:36:35.722781+00:00,2026-07-21T06:57:24.276636+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,TabPFN-TS,livehouse-canonical-v1,0.0,0.0,,0.0,0.0,False
@@ -19669,6 +19686,7 @@ future-fd63f4e4b383f8356a9e,2026-07-19T04:50:00+00:00,2026-07-20T07:48:49.959158
 future-ff13d7be68f502a5ac9b,2026-07-24T17:20:00+00:00,2026-07-26T03:14:20.976752+00:00,2026-07-26T01:54:05.904594+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,TabPFN-TS,livehouse-canonical-v1,0.0,0.0,,0.0,0.0,False
 future-ffa114912aa2bfb869a0,2026-07-21T23:50:00+00:00,2026-07-22T13:27:40.605738+00:00,2026-07-22T12:18:39.301639+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,TabPFN-TS,livehouse-canonical-v1,0.0,0.0,,0.0,0.0,False
 future-ffde05d30f6b265005a7,2026-07-23T04:30:00+00:00,2026-07-23T22:50:05.155478+00:00,2026-07-23T21:56:04.785050+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,TabPFN-TS,livehouse-canonical-v1,0.0,0.0,,0.0,0.0,False
 future-fff73ebc9fa9f0372904,2026-07-15T14:20:00+00:00,2026-07-16T15:18:02.842298+00:00,2026-07-16T01:51:15.395016+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,TabPFN-TS,livehouse-canonical-v1,0.9147388021456037,0.95641978343487,0.14927899785533377,0.7220715130363131,-14.974726881136068,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-06-28T23:00:00+00:00|33a9bfdbb805724878b1,2026-06-28T23:00:00+00:00,2026-07-01T13:17:47.419207+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,TabPFN-TS,livehouse-canonical-v1,0.19389953336025992,0.4403402472637039,0.032667823212513776,0.36502697684084495,38.47408954406866,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-06-30T23:00:00+00:00|f0c5c06a58d163eba6f4,2026-06-30T23:00:00+00:00,2026-07-04T04:47:39.880146+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,TabPFN-TS,livehouse-canonical-v1,0.30173747496222647,0.5493063580209376,0.045103438810338035,0.4539940670812673,-10.899610941946873,True
@@ -21742,6 +21760,7 @@ future-def70342b7d2e8435a59,2026-07-26T14:00:00+00:00,2026-07-27T22:37:47.431205
 future-df50db58a93dae06e098,2026-07-21T06:00:00+00:00,2026-07-21T06:24:52.547883+00:00,2026-07-20T06:30:39.260769+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,TiRex,livehouse-canonical-v1,3.3338494566692467,1.8258831990763393,0.012290450817471509,1.4420440485798462,-21.89975929393658,True
 future-dfc69a577a179042c27e,2026-07-24T03:30:00+00:00,2026-07-24T03:36:43.355420+00:00,2026-07-23T21:37:52.888722+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,TiRex,livehouse-canonical-v1,0.0012252727651679194,0.03500389642836808,0.007792234925112292,0.10671913573359341,99.82072668970733,True
 future-dfd43e7f55a5183e4eb0,2026-07-25T06:00:00+00:00,2026-07-25T08:52:16.897447+00:00,2026-07-24T06:20:54.300580+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,TiRex,livehouse-canonical-v1,1.4518067071001528,1.2049094186287004,0.011135121256477578,0.6944435209050419,7.291483967106579,True
 future-dfe90c804f6ffa9d0ef5,2026-07-25T14:06:00+00:00,2026-07-25T14:19:28.094685+00:00,2026-07-25T08:18:45.170163+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,TiRex,livehouse-canonical-v1,0.3250362007675323,0.5701194618389486,0.8923580547811628,0.2608116972532785,81.24179138534731,True
 future-e0cc6d7655670c1e5765,2026-07-27T22:30:00+00:00,2026-07-29T08:00:02.594608+00:00,2026-07-29T06:46:49.337993+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,TiRex,livehouse-canonical-v1,2.0440368407041843e-18,1.4296981641955705e-09,,1.39774869271451e-09,0.0,False
 future-e1d75b7b9a7cc56bc26a,2026-07-20T21:40:00+00:00,2026-07-21T08:36:35.732631+00:00,2026-07-21T06:57:24.276636+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,TiRex,livehouse-canonical-v1,2.0440368407041843e-18,1.4296981641955705e-09,,1.39774869271451e-09,0.0,False
@@ -21799,6 +21818,7 @@ future-fd63f4e4b383f8356a9e,2026-07-19T04:50:00+00:00,2026-07-20T07:48:49.975692
 future-ff13d7be68f502a5ac9b,2026-07-24T17:20:00+00:00,2026-07-26T03:14:21.017210+00:00,2026-07-26T01:54:05.904594+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,TiRex,livehouse-canonical-v1,2.0440368407041843e-18,1.4296981641955705e-09,,1.39774869271451e-09,0.0,False
 future-ffa114912aa2bfb869a0,2026-07-21T23:50:00+00:00,2026-07-22T13:27:40.617219+00:00,2026-07-22T12:18:39.301639+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,TiRex,livehouse-canonical-v1,2.0440368407041843e-18,1.4296981641955705e-09,,1.39774869271451e-09,0.0,False
 future-ffde05d30f6b265005a7,2026-07-23T04:30:00+00:00,2026-07-23T22:50:05.187479+00:00,2026-07-23T21:56:04.785050+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,TiRex,livehouse-canonical-v1,2.0440368407041843e-18,1.4296981641955705e-09,,1.39774869271451e-09,0.0,False
 future-fff73ebc9fa9f0372904,2026-07-15T14:20:00+00:00,2026-07-16T15:18:02.893154+00:00,2026-07-16T01:51:15.395016+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,TiRex,livehouse-canonical-v1,1.286032278272747,1.1340336318966677,0.19180946959206285,0.8944930958032974,-31.061064540124292,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-06-26T23:00:00+00:00|62bcb2214c76cbea33ab,2026-06-26T23:00:00+00:00,2026-06-30T04:33:53.151841+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,TiRex,livehouse-canonical-v1,0.41278839167934084,0.6424861023238875,0.04640573262886946,0.42253124340812837,40.01895226142932,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-06-27T23:00:00+00:00|d8324a09f9f7055fdbee,2026-06-27T23:00:00+00:00,2026-07-01T05:01:45.318669+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,TiRex,livehouse-canonical-v1,0.07329294687123993,0.2707267014375197,0.0187066487596361,0.2189608363315483,18.991131612214843,True
@@ -24409,6 +24429,7 @@ future-def70342b7d2e8435a59,2026-07-26T14:00:00+00:00,2026-07-27T22:37:47.413297
 future-df50db58a93dae06e098,2026-07-21T06:00:00+00:00,2026-07-21T06:24:52.539481+00:00,2026-07-20T06:30:39.260769+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,TimesFM-2.5,livehouse-canonical-v1,2.2915529265767343,1.5137876094673037,0.011582480558357755,1.224248705324749,-3.5139533634558746,True
 future-dfc69a577a179042c27e,2026-07-24T03:30:00+00:00,2026-07-24T03:36:43.306872+00:00,2026-07-23T21:37:52.888722+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,TimesFM-2.5,livehouse-canonical-v1,0.20925488180891852,0.45744385645554203,0.10339897290816256,0.3145167429191831,73.42731588995734,True
 future-dfd43e7f55a5183e4eb0,2026-07-25T06:00:00+00:00,2026-07-25T08:52:16.861457+00:00,2026-07-24T06:20:54.300580+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,TimesFM-2.5,livehouse-canonical-v1,2.224373829174787,1.4914334813107781,0.012061613174095603,1.340259097269519,-13.937570811513233,True
 future-dfe90c804f6ffa9d0ef5,2026-07-25T14:06:00+00:00,2026-07-25T14:19:28.048752+00:00,2026-07-25T08:18:45.170163+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,TimesFM-2.5,livehouse-canonical-v1,0.027484586563170845,0.16578475974338186,0.12682166464857947,0.11937753797559199,98.26485320013786,True
 future-e0cc6d7655670c1e5765,2026-07-27T22:30:00+00:00,2026-07-29T08:00:02.546675+00:00,2026-07-29T06:46:49.337993+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,TimesFM-2.5,livehouse-canonical-v1,0.0,0.0,,0.0,0.0,False
 future-e1d75b7b9a7cc56bc26a,2026-07-20T21:40:00+00:00,2026-07-21T08:36:35.727756+00:00,2026-07-21T06:57:24.276636+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,TimesFM-2.5,livehouse-canonical-v1,0.0,0.0,,0.0,0.0,False
@@ -24466,6 +24487,7 @@ future-fd63f4e4b383f8356a9e,2026-07-19T04:50:00+00:00,2026-07-20T07:48:49.966662
 future-ff13d7be68f502a5ac9b,2026-07-24T17:20:00+00:00,2026-07-26T03:14:20.998725+00:00,2026-07-26T01:54:05.904594+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,TimesFM-2.5,livehouse-canonical-v1,0.0,0.0,,0.0,0.0,False
 future-ffa114912aa2bfb869a0,2026-07-21T23:50:00+00:00,2026-07-22T13:27:40.611267+00:00,2026-07-22T12:18:39.301639+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,TimesFM-2.5,livehouse-canonical-v1,0.0,0.0,,0.0,0.0,False
 future-ffde05d30f6b265005a7,2026-07-23T04:30:00+00:00,2026-07-23T22:50:05.170431+00:00,2026-07-23T21:56:04.785050+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,TimesFM-2.5,livehouse-canonical-v1,0.0,0.0,,0.0,0.0,False
 future-fff73ebc9fa9f0372904,2026-07-15T14:20:00+00:00,2026-07-16T15:18:02.860113+00:00,2026-07-16T01:51:15.395016+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,TimesFM-2.5,livehouse-canonical-v1,1.5053071890846585,1.2269096091744731,0.17305377175441802,0.975041921840533,-37.98965536604204,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-06-26T23:00:00+00:00|62bcb2214c76cbea33ab,2026-06-26T23:00:00+00:00,2026-06-30T04:31:37.322524+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,TimesFM-2.5,livehouse-canonical-v1,1.0945768046542999,1.0462202467235566,0.08541748411560328,0.7312767346162361,-6.363332744581821,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-06-27T23:00:00+00:00|d8324a09f9f7055fdbee,2026-06-27T23:00:00+00:00,2026-07-01T05:00:54.265149+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,TimesFM-2.5,livehouse-canonical-v1,0.14632600587721592,0.3825258238043752,0.03709091807733142,0.29672924077662816,-15.224818614770841,True
@@ -26782,6 +26804,7 @@ future-def70342b7d2e8435a59,2026-07-26T14:00:00+00:00,2026-07-27T22:37:47.451435
 future-df50db58a93dae06e098,2026-07-21T06:00:00+00:00,2026-07-21T06:24:52.565232+00:00,2026-07-20T06:30:39.260769+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,Toto-1.0,livehouse-canonical-v1,3.884424629027103,1.970894372874179,0.012862286566914113,1.500430377262034,-29.04215501229054,True
 future-dfc69a577a179042c27e,2026-07-24T03:30:00+00:00,2026-07-24T03:36:43.396749+00:00,2026-07-23T21:37:52.888722+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,Toto-1.0,livehouse-canonical-v1,0.14033775234185628,0.37461680734032243,0.07088689566493114,0.2756458212878524,81.36340759124325,True
 future-dfd43e7f55a5183e4eb0,2026-07-25T06:00:00+00:00,2026-07-25T08:52:16.916886+00:00,2026-07-24T06:20:54.300580+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,Toto-1.0,livehouse-canonical-v1,3.6645792269334403,1.9143090729904197,0.018154881072786195,1.3158562118322297,-37.12808220374235,True
 future-dfe90c804f6ffa9d0ef5,2026-07-25T14:06:00+00:00,2026-07-25T14:19:28.182059+00:00,2026-07-25T08:18:45.170163+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,Toto-1.0,livehouse-canonical-v1,4.110005901706975,2.027314948819491,0.9575089368213464,0.2723455623630086,-13.371571188815317,True
 future-e0cc6d7655670c1e5765,2026-07-27T22:30:00+00:00,2026-07-29T08:00:02.626501+00:00,2026-07-29T06:46:49.337993+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Toto-1.0,livehouse-canonical-v1,2.297057430574554,1.5156046419084872,,0.00028075030292913855,-100.0,False
 future-e1d75b7b9a7cc56bc26a,2026-07-20T21:40:00+00:00,2026-07-21T08:36:35.737646+00:00,2026-07-21T06:57:24.276636+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Toto-1.0,livehouse-canonical-v1,0.11401129469037902,0.3376555859013427,,0.00026874031448608513,-100.0,False
@@ -26839,6 +26862,7 @@ future-fd63f4e4b383f8356a9e,2026-07-19T04:50:00+00:00,2026-07-20T07:48:49.987367
 future-ff13d7be68f502a5ac9b,2026-07-24T17:20:00+00:00,2026-07-26T03:14:21.053023+00:00,2026-07-26T01:54:05.904594+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Toto-1.0,livehouse-canonical-v1,1.6877053281769456e-06,0.0012991171341249202,,0.0002759826950312816,-100.0,False
 future-ffa114912aa2bfb869a0,2026-07-21T23:50:00+00:00,2026-07-22T13:27:40.623391+00:00,2026-07-22T12:18:39.301639+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Toto-1.0,livehouse-canonical-v1,2.602885549435914e-05,0.005101848242976181,,0.0002712037930568503,-100.0,False
 future-ffde05d30f6b265005a7,2026-07-23T04:30:00+00:00,2026-07-23T22:50:05.210664+00:00,2026-07-23T21:56:04.785050+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Toto-1.0,livehouse-canonical-v1,0.000442808928523144,0.0210430256503941,,0.00027560192401897103,-100.0,False
 future-fff73ebc9fa9f0372904,2026-07-15T14:20:00+00:00,2026-07-16T15:18:02.907735+00:00,2026-07-16T01:51:15.395016+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Toto-1.0,livehouse-canonical-v1,5.1870496233178915,2.27750952211355,0.1421748704501383,0.7485734271672686,-76.92641742281079,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-06-30T23:00:00+00:00|f0c5c06a58d163eba6f4,2026-06-30T23:00:00+00:00,2026-07-04T04:44:45.307976+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,Toto-1.0,livehouse-canonical-v1,0.29626975315993814,0.5443066719781581,0.026245278394551916,0.2401746880754557,-9.995248281105777,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-07-01T23:00:00+00:00|48d14f7bb71dc2740ccd,2026-07-01T23:00:00+00:00,2026-07-05T04:57:04.953583+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,Toto-1.0,livehouse-canonical-v1,0.24413583822806154,0.49410104050493714,0.039342248355397146,0.25387774770212007,-21.608325701924333,True

 future-df50db58a93dae06e098,2026-07-21T06:00:00+00:00,2026-07-21T06:24:52.436225+00:00,2026-07-20T06:30:39.260769+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,ARIMA,livehouse-canonical-v1,4.001170436580497,2.0002925877432274,0.02203558128742672,2.6713661468150756,-30.39197397229171,True
 future-dfc69a577a179042c27e,2026-07-24T03:30:00+00:00,2026-07-24T03:36:42.931392+00:00,2026-07-23T21:37:52.888722+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,ARIMA,livehouse-canonical-v1,0.5172558847134725,0.7192050366296613,0.16282472898588418,0.6065223106340539,45.05937774785554,True
 future-dfd43e7f55a5183e4eb0,2026-07-25T06:00:00+00:00,2026-07-25T08:52:16.601036+00:00,2026-07-24T06:20:54.300580+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,ARIMA,livehouse-canonical-v1,2.0030811547356007,1.415302495841649,0.008070643356983933,0.6801317725091276,-8.766877742782592,True
+future-dfe459610da03ba6f44a,2026-07-28T18:10:00+00:00,2026-07-30T02:14:10.683407+00:00,2026-07-29T06:12:39.442298+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,ARIMA,livehouse-canonical-v1,0.31931708197508357,0.5650814825979379,0.06517417837115333,0.3942476088227878,41.84628642395759,True
 future-dfe90c804f6ffa9d0ef5,2026-07-25T14:06:00+00:00,2026-07-25T14:19:27.634558+00:00,2026-07-25T08:18:45.170163+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,ARIMA,livehouse-canonical-v1,1.9719052297024513,1.4042454307215855,2.429969271482354,1.0492781966946485,22.858014400150488,True
 future-e0cc6d7655670c1e5765,2026-07-27T22:30:00+00:00,2026-07-29T08:00:02.215524+00:00,2026-07-29T06:46:49.337993+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,ARIMA,livehouse-canonical-v1,9.578202015526527e-15,9.786828912128038e-08,,2.502171382189061e-07,0.0,False
 future-e1d75b7b9a7cc56bc26a,2026-07-20T21:40:00+00:00,2026-07-21T08:36:35.674665+00:00,2026-07-21T06:57:24.276636+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,ARIMA,livehouse-canonical-v1,9.578202015526527e-15,9.786828912128038e-08,,2.502171382189061e-07,0.0,False
 future-ff13d7be68f502a5ac9b,2026-07-24T17:20:00+00:00,2026-07-26T03:14:20.762957+00:00,2026-07-26T01:54:05.904594+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,ARIMA,livehouse-canonical-v1,9.578202015526527e-15,9.786828912128038e-08,,2.502171382189061e-07,0.0,False
 future-ffa114912aa2bfb869a0,2026-07-21T23:50:00+00:00,2026-07-22T13:27:40.539731+00:00,2026-07-22T12:18:39.301639+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,ARIMA,livehouse-canonical-v1,9.578202015526527e-15,9.786828912128038e-08,,2.502171382189061e-07,0.0,False
 future-ffde05d30f6b265005a7,2026-07-23T04:30:00+00:00,2026-07-23T22:50:04.949792+00:00,2026-07-23T21:56:04.785050+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,ARIMA,livehouse-canonical-v1,9.578202015526527e-15,9.786828912128038e-08,,2.502171382189061e-07,0.0,False
+future-ffe889cccb2e303a383a,2026-07-29T18:15:00+00:00,2026-07-30T02:14:11.147036+00:00,2026-07-29T15:33:15.834772+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,ARIMA,livehouse-canonical-v1,4.407835548068247e-15,6.639153220154094e-08,,2.543803079815313e-07,0.0,False
 future-fff73ebc9fa9f0372904,2026-07-15T14:20:00+00:00,2026-07-16T15:18:02.701104+00:00,2026-07-16T01:51:15.395016+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,ARIMA,livehouse-canonical-v1,1.2279792221798873,1.10814223914617,0.17418639937906366,0.8081631846310084,-28.95959877528135,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-06-26T23:00:00+00:00|62bcb2214c76cbea33ab,2026-06-26T23:00:00+00:00,2026-06-30T04:36:56.000981+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,ARIMA,livehouse-canonical-v1,5.439105292405419,2.332188948692927,0.1714652592832502,1.833817845670983,-69.90001950500877,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-06-27T23:00:00+00:00|d8324a09f9f7055fdbee,2026-06-27T23:00:00+00:00,2026-07-01T05:03:21.976254+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,ARIMA,livehouse-canonical-v1,3.2850408915737184,1.8124681767064819,0.12453698202543993,1.3754639115340577,-93.65357783593788,True
 future-df50db58a93dae06e098,2026-07-21T06:00:00+00:00,2026-07-21T06:24:52.463228+00:00,2026-07-20T06:30:39.260769+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,Chronos-2,livehouse-canonical-v1,8.113285903904208,2.8483830332144953,0.02025038877595049,2.2157723378543412,-58.31948340651339,True
 future-dfc69a577a179042c27e,2026-07-24T03:30:00+00:00,2026-07-24T03:36:42.979197+00:00,2026-07-23T21:37:52.888722+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,Chronos-2,livehouse-canonical-v1,0.004080142903196078,0.06387599629904867,0.012453917454995495,0.14263588457461449,99.40426633399089,True
 future-dfd43e7f55a5183e4eb0,2026-07-25T06:00:00+00:00,2026-07-25T08:52:16.647491+00:00,2026-07-24T06:20:54.300580+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,Chronos-2,livehouse-canonical-v1,2.2560049558764144,1.5020003182011694,0.013873897978694727,0.9690457209453692,-14.629168221358189,True
+future-dfe459610da03ba6f44a,2026-07-28T18:10:00+00:00,2026-07-30T02:14:10.727334+00:00,2026-07-29T06:12:39.442298+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Chronos-2,livehouse-canonical-v1,0.3950937835786022,0.6285648602798299,0.06987220762851014,0.624292098176012,32.69039783977873,True
 future-dfe90c804f6ffa9d0ef5,2026-07-25T14:06:00+00:00,2026-07-25T14:19:27.744319+00:00,2026-07-25T08:18:45.170163+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,Chronos-2,livehouse-canonical-v1,0.01071480186692786,0.10351232712545816,0.23046272019907857,0.19549957311745927,99.31995725397667,True
 future-e0cc6d7655670c1e5765,2026-07-27T22:30:00+00:00,2026-07-29T08:00:02.250352+00:00,2026-07-29T06:46:49.337993+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Chronos-2,livehouse-canonical-v1,1.7296862743653321e-18,1.3151753777977035e-09,,2.356162747109682e-09,0.0,False
 future-e1d75b7b9a7cc56bc26a,2026-07-20T21:40:00+00:00,2026-07-21T08:36:35.679126+00:00,2026-07-21T06:57:24.276636+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Chronos-2,livehouse-canonical-v1,1.7296862743653321e-18,1.3151753777977035e-09,,2.356162747109682e-09,0.0,False
 future-ff13d7be68f502a5ac9b,2026-07-24T17:20:00+00:00,2026-07-26T03:14:20.796813+00:00,2026-07-26T01:54:05.904594+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Chronos-2,livehouse-canonical-v1,1.7296862743653321e-18,1.3151753777977035e-09,,2.356162747109682e-09,0.0,False
 future-ffa114912aa2bfb869a0,2026-07-21T23:50:00+00:00,2026-07-22T13:27:40.546922+00:00,2026-07-22T12:18:39.301639+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Chronos-2,livehouse-canonical-v1,1.7296862743653321e-18,1.3151753777977035e-09,,2.356162747109682e-09,0.0,False
 future-ffde05d30f6b265005a7,2026-07-23T04:30:00+00:00,2026-07-23T22:50:04.976614+00:00,2026-07-23T21:56:04.785050+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Chronos-2,livehouse-canonical-v1,1.7296862743653321e-18,1.3151753777977035e-09,,2.356162747109682e-09,0.0,False
+future-ffe889cccb2e303a383a,2026-07-29T18:15:00+00:00,2026-07-30T02:14:11.190524+00:00,2026-07-29T15:33:15.834772+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,Chronos-2,livehouse-canonical-v1,1.6284716271939715e-18,1.2761158361191085e-09,,1.8284365387902989e-09,0.0,False
 future-fff73ebc9fa9f0372904,2026-07-15T14:20:00+00:00,2026-07-16T15:18:02.730046+00:00,2026-07-16T01:51:15.395016+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Chronos-2,livehouse-canonical-v1,1.4403147505835507,1.2001311389108904,0.20068230504277962,0.9277884476479777,-36.08572031483533,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-06-26T23:00:00+00:00|62bcb2214c76cbea33ab,2026-06-26T23:00:00+00:00,2026-06-30T04:30:15.487388+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,Chronos-2,livehouse-canonical-v1,0.9419342821118956,0.9705329886778169,0.06948273301970269,0.6290972411916594,1.1373874677595237,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-06-27T23:00:00+00:00|d8324a09f9f7055fdbee,2026-06-27T23:00:00+00:00,2026-07-01T04:59:56.888243+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,Chronos-2,livehouse-canonical-v1,0.035712185767807984,0.18897668048679442,0.013632190320527893,0.23043927660545455,50.18167142294637,True
 future-df50db58a93dae06e098,2026-07-21T06:00:00+00:00,2026-07-21T06:24:52.479501+00:00,2026-07-20T06:30:39.260769+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,Chronos-Bolt,livehouse-canonical-v1,5.96803675881192,2.4429565609752295,0.01688583231674279,1.8669349966919127,-47.28604332151213,True
 future-dfc69a577a179042c27e,2026-07-24T03:30:00+00:00,2026-07-24T03:36:43.019086+00:00,2026-07-23T21:37:52.888722+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,Chronos-Bolt,livehouse-canonical-v1,0.4954926793067278,0.7039124088313317,0.1419294477459055,0.4740605513337115,46.755572044763824,True
 future-dfd43e7f55a5183e4eb0,2026-07-25T06:00:00+00:00,2026-07-25T08:52:16.668548+00:00,2026-07-24T06:20:54.300580+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,Chronos-Bolt,livehouse-canonical-v1,4.231186308620229,2.056984761397184,0.01879295978035576,1.3269289689017092,-43.15438888176877,True
+future-dfe459610da03ba6f44a,2026-07-28T18:10:00+00:00,2026-07-30T02:14:10.768972+00:00,2026-07-29T06:12:39.442298+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Chronos-Bolt,livehouse-canonical-v1,0.3114524600462512,0.5580792596453045,0.06313480148614575,0.6244183838597281,42.86944396600517,True
 future-dfe90c804f6ffa9d0ef5,2026-07-25T14:06:00+00:00,2026-07-25T14:19:27.761502+00:00,2026-07-25T08:18:45.170163+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,Chronos-Bolt,livehouse-canonical-v1,0.0638395336732687,0.2526648643426084,0.4158089773940624,0.28808393959516676,96.01543191419543,True
 future-e0cc6d7655670c1e5765,2026-07-27T22:30:00+00:00,2026-07-29T08:00:02.286908+00:00,2026-07-29T06:46:49.337993+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Chronos-Bolt,livehouse-canonical-v1,1.0941039077622847e-12,1.0459942197556757e-06,,3.2148618499168906e-06,-100.0,False
 future-e1d75b7b9a7cc56bc26a,2026-07-20T21:40:00+00:00,2026-07-21T08:36:35.686260+00:00,2026-07-21T06:57:24.276636+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Chronos-Bolt,livehouse-canonical-v1,1.0941039077622847e-12,1.0459942197556757e-06,,3.2148618499168906e-06,-100.0,False
 future-ff13d7be68f502a5ac9b,2026-07-24T17:20:00+00:00,2026-07-26T03:14:20.826429+00:00,2026-07-26T01:54:05.904594+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Chronos-Bolt,livehouse-canonical-v1,1.0941039077622847e-12,1.0459942197556757e-06,,3.2148618499168906e-06,-100.0,False
 future-ffa114912aa2bfb869a0,2026-07-21T23:50:00+00:00,2026-07-22T13:27:40.554297+00:00,2026-07-22T12:18:39.301639+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Chronos-Bolt,livehouse-canonical-v1,1.0941039077622847e-12,1.0459942197556757e-06,,3.2148618499168906e-06,-100.0,False
 future-ffde05d30f6b265005a7,2026-07-23T04:30:00+00:00,2026-07-23T22:50:04.984597+00:00,2026-07-23T21:56:04.785050+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Chronos-Bolt,livehouse-canonical-v1,1.0941039077622847e-12,1.0459942197556757e-06,,3.2148618499168906e-06,-100.0,False
+future-ffe889cccb2e303a383a,2026-07-29T18:15:00+00:00,2026-07-30T02:14:11.213578+00:00,2026-07-29T15:33:15.834772+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,Chronos-Bolt,livehouse-canonical-v1,3.2825236033380433e-15,5.729331202974779e-08,,6.615357107869962e-08,0.0,False
 future-fff73ebc9fa9f0372904,2026-07-15T14:20:00+00:00,2026-07-16T15:18:02.745956+00:00,2026-07-16T01:51:15.395016+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Chronos-Bolt,livehouse-canonical-v1,1.0512699582295495,1.0253145655015097,0.16143175302135762,0.7837319557615543,-21.693712213105794,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-06-30T23:00:00+00:00|f0c5c06a58d163eba6f4,2026-06-30T23:00:00+00:00,2026-07-04T04:45:59.079683+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,Chronos-Bolt,livehouse-canonical-v1,0.08505298355444778,0.29163844663289473,0.024579411757571498,0.2308634226579111,48.055880885914114,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-07-01T23:00:00+00:00|48d14f7bb71dc2740ccd,2026-07-01T23:00:00+00:00,2026-07-05T05:34:31.862969+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,Chronos-Bolt,livehouse-canonical-v1,0.08435077820180308,0.2904320543635001,0.023105506573262585,0.18778312469125147,30.209783825993973,True
 future-df50db58a93dae06e098,2026-07-21T06:00:00+00:00,2026-07-21T06:24:52.492814+00:00,2026-07-20T06:30:39.260769+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,ETS,livehouse-canonical-v1,4.701027434095418,2.1681852859235575,0.014661084530742621,1.7693169366441455,-37.51727304280269,True
 future-dfc69a577a179042c27e,2026-07-24T03:30:00+00:00,2026-07-24T03:36:43.051979+00:00,2026-07-23T21:37:52.888722+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,ETS,livehouse-canonical-v1,0.2562406968339203,0.5062022291870318,0.11398753485540156,0.4145206786231418,68.40334281653269,True
 future-dfd43e7f55a5183e4eb0,2026-07-25T06:00:00+00:00,2026-07-25T08:52:16.697446+00:00,2026-07-24T06:20:54.300580+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,ETS,livehouse-canonical-v1,2.349801332225942,1.5329061720229136,0.014065429037619417,1.2696879671247965,-16.61614649477251,True
+future-dfe459610da03ba6f44a,2026-07-28T18:10:00+00:00,2026-07-30T02:14:10.791662+00:00,2026-07-29T06:12:39.442298+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,ETS,livehouse-canonical-v1,0.28883630249172526,0.5374349286115718,0.06119909825726815,0.37732860247663336,45.89571661116411,True
 future-dfe90c804f6ffa9d0ef5,2026-07-25T14:06:00+00:00,2026-07-25T14:19:27.798280+00:00,2026-07-25T08:18:45.170163+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,ETS,livehouse-canonical-v1,4.534578495126836,2.129454976074121,3.7620984514919633,1.5948788784422718,-18.16371233532489,True
 future-e0cc6d7655670c1e5765,2026-07-27T22:30:00+00:00,2026-07-29T08:00:02.319046+00:00,2026-07-29T06:46:49.337993+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,ETS,livehouse-canonical-v1,9.578202015526527e-15,9.786828912128038e-08,,2.502171382189061e-07,0.0,False
 future-e1d75b7b9a7cc56bc26a,2026-07-20T21:40:00+00:00,2026-07-21T08:36:35.692179+00:00,2026-07-21T06:57:24.276636+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,ETS,livehouse-canonical-v1,9.578202015526527e-15,9.786828912128038e-08,,2.502171382189061e-07,0.0,False
 future-ff13d7be68f502a5ac9b,2026-07-24T17:20:00+00:00,2026-07-26T03:14:20.850899+00:00,2026-07-26T01:54:05.904594+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,ETS,livehouse-canonical-v1,9.578202015526527e-15,9.786828912128038e-08,,2.502171382189061e-07,0.0,False
 future-ffa114912aa2bfb869a0,2026-07-21T23:50:00+00:00,2026-07-22T13:27:40.567175+00:00,2026-07-22T12:18:39.301639+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,ETS,livehouse-canonical-v1,9.578202015526527e-15,9.786828912128038e-08,,2.502171382189061e-07,0.0,False
 future-ffde05d30f6b265005a7,2026-07-23T04:30:00+00:00,2026-07-23T22:50:05.014435+00:00,2026-07-23T21:56:04.785050+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,ETS,livehouse-canonical-v1,9.578202015526527e-15,9.786828912128038e-08,,2.502171382189061e-07,0.0,False
+future-ffe889cccb2e303a383a,2026-07-29T18:15:00+00:00,2026-07-30T02:14:11.230416+00:00,2026-07-29T15:33:15.834772+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,ETS,livehouse-canonical-v1,4.407835548068247e-15,6.639153220154094e-08,,2.543803079815313e-07,0.0,False
 future-fff73ebc9fa9f0372904,2026-07-15T14:20:00+00:00,2026-07-16T15:18:02.761485+00:00,2026-07-16T01:51:15.395016+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,ETS,livehouse-canonical-v1,2.5951324796529454,1.610941488587635,0.2921796703675307,1.4765718531977132,-58.6463911985816,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-06-26T23:00:00+00:00|62bcb2214c76cbea33ab,2026-06-26T23:00:00+00:00,2026-06-30T04:36:56.289037+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,ETS,livehouse-canonical-v1,15.074244727721037,3.882556468065988,0.3110937607728242,3.1954190696466496,-87.98333276546315,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-06-27T23:00:00+00:00|d8324a09f9f7055fdbee,2026-06-27T23:00:00+00:00,2026-07-01T05:03:22.109644+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,ETS,livehouse-canonical-v1,8.890533697314956,2.9816997999991472,0.2279197140089726,2.4069318206488495,-97.6071306199294,True
 future-df50db58a93dae06e098,2026-07-21T06:00:00+00:00,2026-07-21T06:24:52.503661+00:00,2026-07-20T06:30:39.260769+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,Moirai-2.0,livehouse-canonical-v1,3.2035492777024754,1.7898461603452056,0.01213614382864483,1.3071836813655984,-19.9938813614713,True
 future-dfc69a577a179042c27e,2026-07-24T03:30:00+00:00,2026-07-24T03:36:43.075821+00:00,2026-07-23T21:37:52.888722+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,Moirai-2.0,livehouse-canonical-v1,0.2255844201353834,0.474957282432203,0.09608045317986208,0.33638371880206974,71.64763733696046,True
 future-dfd43e7f55a5183e4eb0,2026-07-25T06:00:00+00:00,2026-07-25T08:52:16.721403+00:00,2026-07-24T06:20:54.300580+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,Moirai-2.0,livehouse-canonical-v1,3.3093880585159816,1.8191723553627297,0.01678605695070035,1.1081397727013216,-32.65242945318144,True
+future-dfe459610da03ba6f44a,2026-07-28T18:10:00+00:00,2026-07-30T02:14:10.817531+00:00,2026-07-29T06:12:39.442298+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Moirai-2.0,livehouse-canonical-v1,0.3279932792704645,0.5727069750496012,0.06516543802803737,0.48355204077362557,40.73441381034404,True
 future-dfe90c804f6ffa9d0ef5,2026-07-25T14:06:00+00:00,2026-07-25T14:19:27.839925+00:00,2026-07-25T08:18:45.170163+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,Moirai-2.0,livehouse-canonical-v1,0.38644746260758966,0.6216489866537142,1.7594885485218525,0.3700068351772631,78.08600609154382,True
 future-e0cc6d7655670c1e5765,2026-07-27T22:30:00+00:00,2026-07-29T08:00:02.354194+00:00,2026-07-29T06:46:49.337993+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Moirai-2.0,livehouse-canonical-v1,1.2167879962794955e-13,3.488248839001449e-07,,4.100515180343539e-07,0.0,False
 future-e1d75b7b9a7cc56bc26a,2026-07-20T21:40:00+00:00,2026-07-21T08:36:35.701127+00:00,2026-07-21T06:57:24.276636+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Moirai-2.0,livehouse-canonical-v1,1.2167879962794955e-13,3.488248839001449e-07,,4.100515180343539e-07,0.0,False
 future-ff13d7be68f502a5ac9b,2026-07-24T17:20:00+00:00,2026-07-26T03:14:20.877932+00:00,2026-07-26T01:54:05.904594+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Moirai-2.0,livehouse-canonical-v1,1.2167879962794955e-13,3.488248839001449e-07,,4.100515180343539e-07,0.0,False
 future-ffa114912aa2bfb869a0,2026-07-21T23:50:00+00:00,2026-07-22T13:27:40.574029+00:00,2026-07-22T12:18:39.301639+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Moirai-2.0,livehouse-canonical-v1,1.2167879962794955e-13,3.488248839001449e-07,,4.100515180343539e-07,0.0,False
 future-ffde05d30f6b265005a7,2026-07-23T04:30:00+00:00,2026-07-23T22:50:05.043241+00:00,2026-07-23T21:56:04.785050+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Moirai-2.0,livehouse-canonical-v1,1.2167879962794955e-13,3.488248839001449e-07,,4.100515180343539e-07,0.0,False
+future-ffe889cccb2e303a383a,2026-07-29T18:15:00+00:00,2026-07-30T02:14:11.268579+00:00,2026-07-29T15:33:15.834772+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,Moirai-2.0,livehouse-canonical-v1,7.853649481634599e-14,2.8024363474724275e-07,,3.428585403043706e-07,0.0,False
 future-fff73ebc9fa9f0372904,2026-07-15T14:20:00+00:00,2026-07-16T15:18:02.776338+00:00,2026-07-16T01:51:15.395016+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Moirai-2.0,livehouse-canonical-v1,1.2067998619747842,1.0985444287668953,0.17099765317008095,0.8096965005755796,-28.160670547881015,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-06-30T23:00:00+00:00|f0c5c06a58d163eba6f4,2026-06-30T23:00:00+00:00,2026-07-04T04:45:22.824634+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,Moirai-2.0,livehouse-canonical-v1,0.17837029923060532,0.4223390808705788,0.03830361121841618,0.31449047304342675,15.222455042363848,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-07-01T23:00:00+00:00|48d14f7bb71dc2740ccd,2026-07-01T23:00:00+00:00,2026-07-05T05:26:43.452534+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,Moirai-2.0,livehouse-canonical-v1,0.07108232362897994,0.26661268467381655,0.021635539978957157,0.20228501220449793,37.77214133385306,True
 future-df50db58a93dae06e098,2026-07-21T06:00:00+00:00,2026-07-21T06:24:52.510872+00:00,2026-07-20T06:30:39.260769+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,Moving-Average,livehouse-canonical-v1,1.902498661386895,1.3793109371664154,0.009931864029933901,1.1599020828454039,5.781226230116865,True
 future-dfc69a577a179042c27e,2026-07-24T03:30:00+00:00,2026-07-24T03:36:43.108577+00:00,2026-07-23T21:37:52.888722+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,Moving-Average,livehouse-canonical-v1,1.361801211762002,1.1669623866097836,0.27792152273285836,1.0116378242247162,0.14321611632208786,True
 future-dfd43e7f55a5183e4eb0,2026-07-25T06:00:00+00:00,2026-07-25T08:52:16.753674+00:00,2026-07-24T06:20:54.300580+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,Moving-Average,livehouse-canonical-v1,2.0281982924910245,1.4241482691387946,0.013082371338478815,1.1729113489352476,-9.38480774911903,True
+future-dfe459610da03ba6f44a,2026-07-28T18:10:00+00:00,2026-07-30T02:14:10.867426+00:00,2026-07-29T06:12:39.442298+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Moving-Average,livehouse-canonical-v1,0.5563264571525484,0.7458729497391284,0.08273996954291982,0.517704731180298,16.66721729138073,True
 future-dfe90c804f6ffa9d0ef5,2026-07-25T14:06:00+00:00,2026-07-25T14:19:27.885422+00:00,2026-07-25T08:18:45.170163+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,Moving-Average,livehouse-canonical-v1,2.6515149017974378,1.6283472915190536,5.016691794339575,1.581342078950712,8.442391401265956,True
 future-e0cc6d7655670c1e5765,2026-07-27T22:30:00+00:00,2026-07-29T08:00:02.398510+00:00,2026-07-29T06:46:49.337993+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Moving-Average,livehouse-canonical-v1,9.578202015526527e-15,9.786828912128038e-08,,2.502171382189061e-07,0.0,False
 future-e1d75b7b9a7cc56bc26a,2026-07-20T21:40:00+00:00,2026-07-21T08:36:35.706773+00:00,2026-07-21T06:57:24.276636+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Moving-Average,livehouse-canonical-v1,9.578202015526527e-15,9.786828912128038e-08,,2.502171382189061e-07,0.0,False
 future-ff13d7be68f502a5ac9b,2026-07-24T17:20:00+00:00,2026-07-26T03:14:20.906806+00:00,2026-07-26T01:54:05.904594+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Moving-Average,livehouse-canonical-v1,9.578202015526527e-15,9.786828912128038e-08,,2.502171382189061e-07,0.0,False
 future-ffa114912aa2bfb869a0,2026-07-21T23:50:00+00:00,2026-07-22T13:27:40.579934+00:00,2026-07-22T12:18:39.301639+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Moving-Average,livehouse-canonical-v1,9.578202015526527e-15,9.786828912128038e-08,,2.502171382189061e-07,0.0,False
 future-ffde05d30f6b265005a7,2026-07-23T04:30:00+00:00,2026-07-23T22:50:05.076655+00:00,2026-07-23T21:56:04.785050+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Moving-Average,livehouse-canonical-v1,9.578202015526527e-15,9.786828912128038e-08,,2.502171382189061e-07,0.0,False
+future-ffe889cccb2e303a383a,2026-07-29T18:15:00+00:00,2026-07-30T02:14:11.315620+00:00,2026-07-29T15:33:15.834772+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,Moving-Average,livehouse-canonical-v1,4.407835548068247e-15,6.639153220154094e-08,,2.543803079815313e-07,0.0,False
 future-fff73ebc9fa9f0372904,2026-07-15T14:20:00+00:00,2026-07-16T15:18:02.802568+00:00,2026-07-16T01:51:15.395016+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Moving-Average,livehouse-canonical-v1,0.4977817360142099,0.7055364880813818,0.11372462395161259,0.5478948012658095,15.216551230680146,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-06-26T23:00:00+00:00|62bcb2214c76cbea33ab,2026-06-26T23:00:00+00:00,2026-06-30T04:36:56.482518+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,Moving-Average,livehouse-canonical-v1,2.198442128791172,1.4827144461396375,0.12283489203386348,1.183539909661345,-39.05170781178794,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-06-27T23:00:00+00:00|d8324a09f9f7055fdbee,2026-06-27T23:00:00+00:00,2026-07-01T05:03:22.177628+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,Moving-Average,livehouse-canonical-v1,1.498777478754258,1.224245677449693,0.10251185507984296,1.0019264871385472,-86.59672088256865,True
 future-df50db58a93dae06e098,2026-07-21T06:00:00+00:00,2026-07-21T06:24:52.518878+00:00,2026-07-20T06:30:39.260769+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,Seasonal-Naive,livehouse-canonical-v1,2.1359717734618875,1.4614964158224568,0.010510258206584423,0.9455124600421515,0.0,True
 future-dfc69a577a179042c27e,2026-07-24T03:30:00+00:00,2026-07-24T03:36:43.153292+00:00,2026-07-23T21:37:52.888722+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,Seasonal-Naive,livehouse-canonical-v1,1.3657074437307475,1.1686348633045085,0.27924734836185083,1.0152165912218374,0.0,True
 future-dfd43e7f55a5183e4eb0,2026-07-25T06:00:00+00:00,2026-07-25T08:52:16.774753+00:00,2026-07-24T06:20:54.300580+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,Seasonal-Naive,livehouse-canonical-v1,1.6801746236872905,1.2962155004810314,0.01224833109298501,0.8265560831142317,0.0,True
+future-dfe459610da03ba6f44a,2026-07-28T18:10:00+00:00,2026-07-30T02:14:10.906573+00:00,2026-07-29T06:12:39.442298+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Seasonal-Naive,livehouse-canonical-v1,0.7788658622922371,0.8825337740235425,0.09933218295318674,0.6576013201399485,0.0,True
 future-dfe90c804f6ffa9d0ef5,2026-07-25T14:06:00+00:00,2026-07-25T14:19:27.920340+00:00,2026-07-25T08:18:45.170163+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,Seasonal-Naive,livehouse-canonical-v1,3.140499420940345,1.7721454288348755,5.123566656092396,1.677715542374523,0.0,True
 future-e0cc6d7655670c1e5765,2026-07-27T22:30:00+00:00,2026-07-29T08:00:02.460015+00:00,2026-07-29T06:46:49.337993+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Seasonal-Naive,livehouse-canonical-v1,0.0,0.0,,0.0,0.0,False
 future-e1d75b7b9a7cc56bc26a,2026-07-20T21:40:00+00:00,2026-07-21T08:36:35.711961+00:00,2026-07-21T06:57:24.276636+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Seasonal-Naive,livehouse-canonical-v1,0.0,0.0,,0.0,0.0,False
 future-ff13d7be68f502a5ac9b,2026-07-24T17:20:00+00:00,2026-07-26T03:14:20.929852+00:00,2026-07-26T01:54:05.904594+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Seasonal-Naive,livehouse-canonical-v1,0.0,0.0,,0.0,0.0,False
 future-ffa114912aa2bfb869a0,2026-07-21T23:50:00+00:00,2026-07-22T13:27:40.586006+00:00,2026-07-22T12:18:39.301639+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Seasonal-Naive,livehouse-canonical-v1,0.0,0.0,,0.0,0.0,False
 future-ffde05d30f6b265005a7,2026-07-23T04:30:00+00:00,2026-07-23T22:50:05.109095+00:00,2026-07-23T21:56:04.785050+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Seasonal-Naive,livehouse-canonical-v1,0.0,0.0,,0.0,0.0,False
+future-ffe889cccb2e303a383a,2026-07-29T18:15:00+00:00,2026-07-30T02:14:11.336034+00:00,2026-07-29T15:33:15.834772+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,Seasonal-Naive,livehouse-canonical-v1,0.0,0.0,,0.0,0.0,False
 future-fff73ebc9fa9f0372904,2026-07-15T14:20:00+00:00,2026-07-16T15:18:02.815914+00:00,2026-07-16T01:51:15.395016+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Seasonal-Naive,livehouse-canonical-v1,0.6764609805532237,0.8224724801190759,0.12515385002102958,0.6323148481176515,0.0,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-06-26T23:00:00+00:00|62bcb2214c76cbea33ab,2026-06-26T23:00:00+00:00,2026-06-30T04:36:56.611279+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,Seasonal-Naive,livehouse-canonical-v1,0.9636076775540351,0.9816352059467076,0.07862645318264146,0.7569255676882628,0.0,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-06-27T23:00:00+00:00|d8324a09f9f7055fdbee,2026-06-27T23:00:00+00:00,2026-07-01T05:03:22.221903+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,Seasonal-Naive,livehouse-canonical-v1,0.1076574807298234,0.32811199418769105,0.027325186662769365,0.22432922875776695,0.0,True
 future-df50db58a93dae06e098,2026-07-21T06:00:00+00:00,2026-07-21T06:24:52.525558+00:00,2026-07-20T06:30:39.260769+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,Sundial,livehouse-canonical-v1,5.73592666389261,2.3949794704532668,0.016131036069212745,1.899344137683111,-45.731724298523304,True
 future-dfc69a577a179042c27e,2026-07-24T03:30:00+00:00,2026-07-24T03:36:43.213906+00:00,2026-07-23T21:37:52.888722+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,Sundial,livehouse-canonical-v1,0.5017221063451281,0.7083234475471839,0.12431049007284077,0.4397482801122141,46.266020442405164,True
 future-dfd43e7f55a5183e4eb0,2026-07-25T06:00:00+00:00,2026-07-25T08:52:16.798159+00:00,2026-07-24T06:20:54.300580+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,Sundial,livehouse-canonical-v1,2.8441660902956243,1.6864655615504351,0.015264503024766838,1.3267261152393919,-25.72731675602823,True
+future-dfe459610da03ba6f44a,2026-07-28T18:10:00+00:00,2026-07-30T02:14:10.947595+00:00,2026-07-29T06:12:39.442298+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Sundial,livehouse-canonical-v1,0.455449352894169,0.6748698784907865,0.07230696430994983,0.46479075300054645,26.202100194416367,True
 future-dfe90c804f6ffa9d0ef5,2026-07-25T14:06:00+00:00,2026-07-25T14:19:27.964402+00:00,2026-07-25T08:18:45.170163+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,Sundial,livehouse-canonical-v1,0.4417415506168006,0.6646364048235701,1.6755679595043333,0.4064277316287145,75.33713928659678,True
 future-e0cc6d7655670c1e5765,2026-07-27T22:30:00+00:00,2026-07-29T08:00:02.482745+00:00,2026-07-29T06:46:49.337993+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Sundial,livehouse-canonical-v1,2.850897572458074e-16,1.6884601187052285e-08,,2.0897535416523022e-08,0.0,False
 future-e1d75b7b9a7cc56bc26a,2026-07-20T21:40:00+00:00,2026-07-21T08:36:35.717026+00:00,2026-07-21T06:57:24.276636+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Sundial,livehouse-canonical-v1,5.044161302986206e-16,2.245921036676536e-08,,1.9987657131872697e-08,0.0,False
 future-ff13d7be68f502a5ac9b,2026-07-24T17:20:00+00:00,2026-07-26T03:14:20.956842+00:00,2026-07-26T01:54:05.904594+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Sundial,livehouse-canonical-v1,4.732804177334174e-16,2.1755009026277544e-08,,2.0061835885547226e-08,0.0,False
 future-ffa114912aa2bfb869a0,2026-07-21T23:50:00+00:00,2026-07-22T13:27:40.591900+00:00,2026-07-22T12:18:39.301639+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Sundial,livehouse-canonical-v1,3.5492665330170444e-16,1.8839497161593895e-08,,1.986862151594061e-08,0.0,False
 future-ffde05d30f6b265005a7,2026-07-23T04:30:00+00:00,2026-07-23T22:50:05.130551+00:00,2026-07-23T21:56:04.785050+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Sundial,livehouse-canonical-v1,3.9449572261619116e-16,1.986191638830934e-08,,2.0021157031846068e-08,0.0,False
+future-ffe889cccb2e303a383a,2026-07-29T18:15:00+00:00,2026-07-30T02:14:11.356630+00:00,2026-07-29T15:33:15.834772+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,Sundial,livehouse-canonical-v1,4.308665199870628e-15,6.564042351989077e-08,,5.50010332296457e-08,0.0,False
 future-fff73ebc9fa9f0372904,2026-07-15T14:20:00+00:00,2026-07-16T15:18:02.829262+00:00,2026-07-16T01:51:15.395016+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Sundial,livehouse-canonical-v1,1.3405711159313891,1.1578303485102595,0.20122448283201044,0.8612221286153402,-32.925114902019196,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-06-28T23:00:00+00:00|33a9bfdbb805724878b1,2026-06-28T23:00:00+00:00,2026-07-02T05:25:44.915181+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,Sundial,livehouse-canonical-v1,0.4215215618283419,0.6492469189979586,0.045071234766814884,0.4510545254337132,1.7345289805031707,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-06-29T23:00:00+00:00|4be7cbdc56ccf1c1e9fd,2026-06-29T23:00:00+00:00,2026-07-03T04:11:20.983336+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,Sundial,livehouse-canonical-v1,0.3606367663835577,0.600530404212441,0.04252836434699405,0.337732755787818,37.08745825991056,True
 future-df50db58a93dae06e098,2026-07-21T06:00:00+00:00,2026-07-21T06:24:52.532133+00:00,2026-07-20T06:30:39.260769+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,TabPFN-TS,livehouse-canonical-v1,6.576822010638591,2.564531538242139,0.01772787828893083,2.2329054187283766,-50.96930269692116,True
 future-dfc69a577a179042c27e,2026-07-24T03:30:00+00:00,2026-07-24T03:36:43.249958+00:00,2026-07-23T21:37:52.888722+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,TabPFN-TS,livehouse-canonical-v1,2.0566808222414017,1.4341132529341614,0.3070352194979143,1.168668854704019,-20.18980094633942,True
 future-dfd43e7f55a5183e4eb0,2026-07-25T06:00:00+00:00,2026-07-25T08:52:16.835999+00:00,2026-07-24T06:20:54.300580+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,TabPFN-TS,livehouse-canonical-v1,1.6740136547343187,1.293836796019621,0.011933554487200813,1.166515310353448,0.18367987845545117,True
+future-dfe459610da03ba6f44a,2026-07-28T18:10:00+00:00,2026-07-30T02:14:10.970475+00:00,2026-07-29T06:12:39.442298+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,TabPFN-TS,livehouse-canonical-v1,0.43860525206675743,0.6622727927876529,0.072165439718675,0.5421589657326603,27.94814646626165,True
 future-dfe90c804f6ffa9d0ef5,2026-07-25T14:06:00+00:00,2026-07-25T14:19:28.010363+00:00,2026-07-25T08:18:45.170163+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,TabPFN-TS,livehouse-canonical-v1,0.0962287964916042,0.31020766671957706,0.95622362961211,0.28535064299775986,94.05394645288118,True
 future-e0cc6d7655670c1e5765,2026-07-27T22:30:00+00:00,2026-07-29T08:00:02.520803+00:00,2026-07-29T06:46:49.337993+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,TabPFN-TS,livehouse-canonical-v1,0.0,0.0,,0.0,0.0,False
 future-e1d75b7b9a7cc56bc26a,2026-07-20T21:40:00+00:00,2026-07-21T08:36:35.722781+00:00,2026-07-21T06:57:24.276636+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,TabPFN-TS,livehouse-canonical-v1,0.0,0.0,,0.0,0.0,False
 future-ff13d7be68f502a5ac9b,2026-07-24T17:20:00+00:00,2026-07-26T03:14:20.976752+00:00,2026-07-26T01:54:05.904594+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,TabPFN-TS,livehouse-canonical-v1,0.0,0.0,,0.0,0.0,False
 future-ffa114912aa2bfb869a0,2026-07-21T23:50:00+00:00,2026-07-22T13:27:40.605738+00:00,2026-07-22T12:18:39.301639+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,TabPFN-TS,livehouse-canonical-v1,0.0,0.0,,0.0,0.0,False
 future-ffde05d30f6b265005a7,2026-07-23T04:30:00+00:00,2026-07-23T22:50:05.155478+00:00,2026-07-23T21:56:04.785050+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,TabPFN-TS,livehouse-canonical-v1,0.0,0.0,,0.0,0.0,False
+future-ffe889cccb2e303a383a,2026-07-29T18:15:00+00:00,2026-07-30T02:14:11.378468+00:00,2026-07-29T15:33:15.834772+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,TabPFN-TS,livehouse-canonical-v1,0.0,0.0,,0.0,0.0,False
 future-fff73ebc9fa9f0372904,2026-07-15T14:20:00+00:00,2026-07-16T15:18:02.842298+00:00,2026-07-16T01:51:15.395016+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,TabPFN-TS,livehouse-canonical-v1,0.9147388021456037,0.95641978343487,0.14927899785533377,0.7220715130363131,-14.974726881136068,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-06-28T23:00:00+00:00|33a9bfdbb805724878b1,2026-06-28T23:00:00+00:00,2026-07-01T13:17:47.419207+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,TabPFN-TS,livehouse-canonical-v1,0.19389953336025992,0.4403402472637039,0.032667823212513776,0.36502697684084495,38.47408954406866,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-06-30T23:00:00+00:00|f0c5c06a58d163eba6f4,2026-06-30T23:00:00+00:00,2026-07-04T04:47:39.880146+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,TabPFN-TS,livehouse-canonical-v1,0.30173747496222647,0.5493063580209376,0.045103438810338035,0.4539940670812673,-10.899610941946873,True
 future-df50db58a93dae06e098,2026-07-21T06:00:00+00:00,2026-07-21T06:24:52.547883+00:00,2026-07-20T06:30:39.260769+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,TiRex,livehouse-canonical-v1,3.3338494566692467,1.8258831990763393,0.012290450817471509,1.4420440485798462,-21.89975929393658,True
 future-dfc69a577a179042c27e,2026-07-24T03:30:00+00:00,2026-07-24T03:36:43.355420+00:00,2026-07-23T21:37:52.888722+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,TiRex,livehouse-canonical-v1,0.0012252727651679194,0.03500389642836808,0.007792234925112292,0.10671913573359341,99.82072668970733,True
 future-dfd43e7f55a5183e4eb0,2026-07-25T06:00:00+00:00,2026-07-25T08:52:16.897447+00:00,2026-07-24T06:20:54.300580+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,TiRex,livehouse-canonical-v1,1.4518067071001528,1.2049094186287004,0.011135121256477578,0.6944435209050419,7.291483967106579,True
+future-dfe459610da03ba6f44a,2026-07-28T18:10:00+00:00,2026-07-30T02:14:11.053544+00:00,2026-07-29T06:12:39.442298+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,TiRex,livehouse-canonical-v1,0.35907328237476577,0.5992272376776324,0.06685408085744002,0.5237037364475514,36.89060015949411,True
 future-dfe90c804f6ffa9d0ef5,2026-07-25T14:06:00+00:00,2026-07-25T14:19:28.094685+00:00,2026-07-25T08:18:45.170163+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,TiRex,livehouse-canonical-v1,0.3250362007675323,0.5701194618389486,0.8923580547811628,0.2608116972532785,81.24179138534731,True
 future-e0cc6d7655670c1e5765,2026-07-27T22:30:00+00:00,2026-07-29T08:00:02.594608+00:00,2026-07-29T06:46:49.337993+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,TiRex,livehouse-canonical-v1,2.0440368407041843e-18,1.4296981641955705e-09,,1.39774869271451e-09,0.0,False
 future-e1d75b7b9a7cc56bc26a,2026-07-20T21:40:00+00:00,2026-07-21T08:36:35.732631+00:00,2026-07-21T06:57:24.276636+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,TiRex,livehouse-canonical-v1,2.0440368407041843e-18,1.4296981641955705e-09,,1.39774869271451e-09,0.0,False
 future-ff13d7be68f502a5ac9b,2026-07-24T17:20:00+00:00,2026-07-26T03:14:21.017210+00:00,2026-07-26T01:54:05.904594+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,TiRex,livehouse-canonical-v1,2.0440368407041843e-18,1.4296981641955705e-09,,1.39774869271451e-09,0.0,False
 future-ffa114912aa2bfb869a0,2026-07-21T23:50:00+00:00,2026-07-22T13:27:40.617219+00:00,2026-07-22T12:18:39.301639+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,TiRex,livehouse-canonical-v1,2.0440368407041843e-18,1.4296981641955705e-09,,1.39774869271451e-09,0.0,False
 future-ffde05d30f6b265005a7,2026-07-23T04:30:00+00:00,2026-07-23T22:50:05.187479+00:00,2026-07-23T21:56:04.785050+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,TiRex,livehouse-canonical-v1,2.0440368407041843e-18,1.4296981641955705e-09,,1.39774869271451e-09,0.0,False
+future-ffe889cccb2e303a383a,2026-07-29T18:15:00+00:00,2026-07-30T02:14:11.434508+00:00,2026-07-29T15:33:15.834772+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,TiRex,livehouse-canonical-v1,5.906315718058047e-17,7.685255830522526e-09,,4.1680416340218845e-09,0.0,False
 future-fff73ebc9fa9f0372904,2026-07-15T14:20:00+00:00,2026-07-16T15:18:02.893154+00:00,2026-07-16T01:51:15.395016+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,TiRex,livehouse-canonical-v1,1.286032278272747,1.1340336318966677,0.19180946959206285,0.8944930958032974,-31.061064540124292,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-06-26T23:00:00+00:00|62bcb2214c76cbea33ab,2026-06-26T23:00:00+00:00,2026-06-30T04:33:53.151841+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,TiRex,livehouse-canonical-v1,0.41278839167934084,0.6424861023238875,0.04640573262886946,0.42253124340812837,40.01895226142932,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-06-27T23:00:00+00:00|d8324a09f9f7055fdbee,2026-06-27T23:00:00+00:00,2026-07-01T05:01:45.318669+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,TiRex,livehouse-canonical-v1,0.07329294687123993,0.2707267014375197,0.0187066487596361,0.2189608363315483,18.991131612214843,True
 future-df50db58a93dae06e098,2026-07-21T06:00:00+00:00,2026-07-21T06:24:52.539481+00:00,2026-07-20T06:30:39.260769+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,TimesFM-2.5,livehouse-canonical-v1,2.2915529265767343,1.5137876094673037,0.011582480558357755,1.224248705324749,-3.5139533634558746,True
 future-dfc69a577a179042c27e,2026-07-24T03:30:00+00:00,2026-07-24T03:36:43.306872+00:00,2026-07-23T21:37:52.888722+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,TimesFM-2.5,livehouse-canonical-v1,0.20925488180891852,0.45744385645554203,0.10339897290816256,0.3145167429191831,73.42731588995734,True
 future-dfd43e7f55a5183e4eb0,2026-07-25T06:00:00+00:00,2026-07-25T08:52:16.861457+00:00,2026-07-24T06:20:54.300580+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,TimesFM-2.5,livehouse-canonical-v1,2.224373829174787,1.4914334813107781,0.012061613174095603,1.340259097269519,-13.937570811513233,True
+future-dfe459610da03ba6f44a,2026-07-28T18:10:00+00:00,2026-07-30T02:14:11.028729+00:00,2026-07-29T06:12:39.442298+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,TimesFM-2.5,livehouse-canonical-v1,0.33421486412643014,0.5781131931779712,0.06931700608766667,0.46335112112793264,39.94777625846328,True
 future-dfe90c804f6ffa9d0ef5,2026-07-25T14:06:00+00:00,2026-07-25T14:19:28.048752+00:00,2026-07-25T08:18:45.170163+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,TimesFM-2.5,livehouse-canonical-v1,0.027484586563170845,0.16578475974338186,0.12682166464857947,0.11937753797559199,98.26485320013786,True
 future-e0cc6d7655670c1e5765,2026-07-27T22:30:00+00:00,2026-07-29T08:00:02.546675+00:00,2026-07-29T06:46:49.337993+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,TimesFM-2.5,livehouse-canonical-v1,0.0,0.0,,0.0,0.0,False
 future-e1d75b7b9a7cc56bc26a,2026-07-20T21:40:00+00:00,2026-07-21T08:36:35.727756+00:00,2026-07-21T06:57:24.276636+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,TimesFM-2.5,livehouse-canonical-v1,0.0,0.0,,0.0,0.0,False
 future-ff13d7be68f502a5ac9b,2026-07-24T17:20:00+00:00,2026-07-26T03:14:20.998725+00:00,2026-07-26T01:54:05.904594+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,TimesFM-2.5,livehouse-canonical-v1,0.0,0.0,,0.0,0.0,False
 future-ffa114912aa2bfb869a0,2026-07-21T23:50:00+00:00,2026-07-22T13:27:40.611267+00:00,2026-07-22T12:18:39.301639+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,TimesFM-2.5,livehouse-canonical-v1,0.0,0.0,,0.0,0.0,False
 future-ffde05d30f6b265005a7,2026-07-23T04:30:00+00:00,2026-07-23T22:50:05.170431+00:00,2026-07-23T21:56:04.785050+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,TimesFM-2.5,livehouse-canonical-v1,0.0,0.0,,0.0,0.0,False
+future-ffe889cccb2e303a383a,2026-07-29T18:15:00+00:00,2026-07-30T02:14:11.406015+00:00,2026-07-29T15:33:15.834772+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,TimesFM-2.5,livehouse-canonical-v1,0.0,0.0,,0.0,0.0,False
 future-fff73ebc9fa9f0372904,2026-07-15T14:20:00+00:00,2026-07-16T15:18:02.860113+00:00,2026-07-16T01:51:15.395016+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,TimesFM-2.5,livehouse-canonical-v1,1.5053071890846585,1.2269096091744731,0.17305377175441802,0.975041921840533,-37.98965536604204,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-06-26T23:00:00+00:00|62bcb2214c76cbea33ab,2026-06-26T23:00:00+00:00,2026-06-30T04:31:37.322524+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,TimesFM-2.5,livehouse-canonical-v1,1.0945768046542999,1.0462202467235566,0.08541748411560328,0.7312767346162361,-6.363332744581821,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-06-27T23:00:00+00:00|d8324a09f9f7055fdbee,2026-06-27T23:00:00+00:00,2026-07-01T05:00:54.265149+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,TimesFM-2.5,livehouse-canonical-v1,0.14632600587721592,0.3825258238043752,0.03709091807733142,0.29672924077662816,-15.224818614770841,True
 future-df50db58a93dae06e098,2026-07-21T06:00:00+00:00,2026-07-21T06:24:52.565232+00:00,2026-07-20T06:30:39.260769+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,Toto-1.0,livehouse-canonical-v1,3.884424629027103,1.970894372874179,0.012862286566914113,1.500430377262034,-29.04215501229054,True
 future-dfc69a577a179042c27e,2026-07-24T03:30:00+00:00,2026-07-24T03:36:43.396749+00:00,2026-07-23T21:37:52.888722+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,Toto-1.0,livehouse-canonical-v1,0.14033775234185628,0.37461680734032243,0.07088689566493114,0.2756458212878524,81.36340759124325,True
 future-dfd43e7f55a5183e4eb0,2026-07-25T06:00:00+00:00,2026-07-25T08:52:16.916886+00:00,2026-07-24T06:20:54.300580+00:00,prequential-v1,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,Toto-1.0,livehouse-canonical-v1,3.6645792269334403,1.9143090729904197,0.018154881072786195,1.3158562118322297,-37.12808220374235,True
+future-dfe459610da03ba6f44a,2026-07-28T18:10:00+00:00,2026-07-30T02:14:11.086583+00:00,2026-07-29T06:12:39.442298+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Toto-1.0,livehouse-canonical-v1,3.3259539967087863,1.8237198240707881,0.06209504057138796,0.6046549544627093,-62.05115503013636,True
 future-dfe90c804f6ffa9d0ef5,2026-07-25T14:06:00+00:00,2026-07-25T14:19:28.182059+00:00,2026-07-25T08:18:45.170163+00:00,prequential-v1,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,Toto-1.0,livehouse-canonical-v1,4.110005901706975,2.027314948819491,0.9575089368213464,0.2723455623630086,-13.371571188815317,True
 future-e0cc6d7655670c1e5765,2026-07-27T22:30:00+00:00,2026-07-29T08:00:02.626501+00:00,2026-07-29T06:46:49.337993+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Toto-1.0,livehouse-canonical-v1,2.297057430574554,1.5156046419084872,,0.00028075030292913855,-100.0,False
 future-e1d75b7b9a7cc56bc26a,2026-07-20T21:40:00+00:00,2026-07-21T08:36:35.737646+00:00,2026-07-21T06:57:24.276636+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Toto-1.0,livehouse-canonical-v1,0.11401129469037902,0.3376555859013427,,0.00026874031448608513,-100.0,False
 future-ff13d7be68f502a5ac9b,2026-07-24T17:20:00+00:00,2026-07-26T03:14:21.053023+00:00,2026-07-26T01:54:05.904594+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Toto-1.0,livehouse-canonical-v1,1.6877053281769456e-06,0.0012991171341249202,,0.0002759826950312816,-100.0,False
 future-ffa114912aa2bfb869a0,2026-07-21T23:50:00+00:00,2026-07-22T13:27:40.623391+00:00,2026-07-22T12:18:39.301639+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Toto-1.0,livehouse-canonical-v1,2.602885549435914e-05,0.005101848242976181,,0.0002712037930568503,-100.0,False
 future-ffde05d30f6b265005a7,2026-07-23T04:30:00+00:00,2026-07-23T22:50:05.210664+00:00,2026-07-23T21:56:04.785050+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Toto-1.0,livehouse-canonical-v1,0.000442808928523144,0.0210430256503941,,0.00027560192401897103,-100.0,False
+future-ffe889cccb2e303a383a,2026-07-29T18:15:00+00:00,2026-07-30T02:14:11.467728+00:00,2026-07-29T15:33:15.834772+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,Toto-1.0,livehouse-canonical-v1,0.509185738969756,0.7135725183677942,,0.00027828666115628606,-100.0,False
 future-fff73ebc9fa9f0372904,2026-07-15T14:20:00+00:00,2026-07-16T15:18:02.907735+00:00,2026-07-16T01:51:15.395016+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Toto-1.0,livehouse-canonical-v1,5.1870496233178915,2.27750952211355,0.1421748704501383,0.7485734271672686,-76.92641742281079,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-06-30T23:00:00+00:00|f0c5c06a58d163eba6f4,2026-06-30T23:00:00+00:00,2026-07-04T04:44:45.307976+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,Toto-1.0,livehouse-canonical-v1,0.29626975315993814,0.5443066719781581,0.026245278394551916,0.2401746880754557,-9.995248281105777,True
 nasa_power_shanghai_hourly_T2M/1h/short|target:2026-07-01T23:00:00+00:00|48d14f7bb71dc2740ccd,2026-07-01T23:00:00+00:00,2026-07-05T04:57:04.953583+00:00,,historical-snapshot-recompute,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,Toto-1.0,livehouse-canonical-v1,0.24413583822806154,0.49410104050493714,0.039342248355397146,0.25387774770212007,-21.608325701924333,True

results/aggregates/live_results_by_dataset.csv CHANGED Viewed

@@ -1,11 +1,11 @@
 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,24,2.032704925470051,1.2618173863142206,0.014566524469917437,1.1908214345113508,10.1197687390634,2.126830988763306,0.03403607911323626,0.4577525468924829,215,1.0,2026-06-29T09:00:00+00:00,2026-07-29T02:00:00+00:00
 ARIMA,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,1.9083101123257313,1.261258169978178,0.011845155708664644,1.1042089583487873,17.948263157190265,1.7646338660449543,-0.19354838709677422,0.12407814866273859,32,1.0,2026-06-30T08:00:00+00:00,2026-07-26T08:00:00+00:00
-ARIMA,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,6.4545385215789075,0.3721247230942705,,0.15212542597088688,-31.913035524343506,72.59343875697277,0.06926174567196404,0.11505528873084855,273,0.0,2026-06-29T10:05:00+00:00,2026-07-29T14:50:00+00:00
 ARIMA,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,9.578202015526527e-15,9.786828912128039e-08,,2.502171382189062e-07,0.0,0.0,0.0,1.0,548,0.0,2026-06-25T14:45:00+00:00,2026-07-28T13:05:00+00:00
 ARIMA,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,2.0379265364760504,1.341938783720677,0.0882364325192599,1.0492572016487152,-61.32015971705557,1.2999471724338816,-0.011494252873563218,0.9436180468092228,30,1.0,2026-06-26T23:00:00+00:00,2026-07-26T23:00:00+00:00
 ARIMA,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,1.2135106327932361,0.9712651511810751,1.3212275657763966,0.7610550085867495,5.3417241438102065,1.1904303507160816,0.07900550267100453,0.02029582628627477,387,0.9974160206718347,2026-06-29T10:00:00+00:00,2026-07-29T18:48:00+00:00
-ARIMA,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,2.6357628407404974,1.4280528846650502,0.13250859953460778,1.0409768923457305,11.63412344818652,3.381908984187379,-0.1246057524831709,0.0014990864776036534,292,1.0,2026-06-28T11:10:00+00:00,2026-07-28T05:40:00+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,24,1.665109551610478,0.9425843342865656,0.45340885250266716,0.7368541719040477,2.6129379148167384,3.801462211022909,-0.30151975683890575,1.129050878760189e-07,141,1.0,2026-06-29T11:00:00+00:00,2026-07-29T06:00:00+00:00
 ARIMA,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,1.707595147467111,1.2137946283982373,0.09503290881139861,0.9472151818486351,-43.64651110848551,1.4390179917400023,-0.010472865756902571,0.8554026963994866,138,1.0,2026-06-29T11:00:00+00:00,2026-07-29T06:00:00+00:00
@@ -14,11 +14,11 @@ ARIMA,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,194.090406368126
 ARIMA,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,7,1.1257656989002478,1.030157882628527,0.19812277023131533,0.6390464595327553,45.798520099415526,0.6175932364599516,0.3846153846153845,0.07631653936341436,13,1.0,2026-06-28T00:00:00+00:00,2026-07-22T00:00:00+00:00
 Chronos-2,binance_btcusdt_1h_close/1h/short,Finance,1h,24,1.6103921393088825,1.070203286080005,0.01005519166446684,0.7737355759657781,28.53003362108346,1.8967145492730757,0.07824267782426779,0.07107048183030118,240,1.0,2026-06-29T09:00:00+00:00,2026-07-29T02:00:00+00:00
 Chronos-2,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,1.5811863431219901,1.070465590173461,0.008323636090464196,0.7421514556711728,36.369387975458395,2.0049073075588306,-0.056818181818181816,0.6556644947844955,33,1.0,2026-06-30T08:00:00+00:00,2026-07-26T08:00:00+00:00
-Chronos-2,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,18;36,6.221205002043116,0.3200384074664376,,0.14105178931017584,-31.186378791117388,71.26299785622894,0.04250185471869507,0.32240885582432444,284,0.0,2026-06-29T10:05:00+00:00,2026-07-29T14:50:00+00:00
 Chronos-2,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,1.729686274365332e-18,1.3151753777977035e-09,,2.356162747109682e-09,0.0,1.927627547135855e-34,0.0,1.0,568,0.0,2026-06-25T14:45:00+00:00,2026-07-28T13:05:00+00:00
 Chronos-2,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.295371688844987,0.4728719138176587,0.03169250099185042,0.32183935593940316,8.73042977853834,0.361298836217281,-0.3517241379310345,0.005952597596458611,30,1.0,2026-06-26T23:00:00+00:00,2026-07-26T23:00:00+00:00
 Chronos-2,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,0.3267718045769036,0.47674721226781136,0.4838424912974793,0.31330482436095664,50.890842667274356,0.4210806576917784,-0.05406555981268625,0.10372205381864447,406,0.9975369458128078,2026-06-29T10:00:00+00:00,2026-07-29T18:48:00+00:00
-Chronos-2,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,2.788602884472852,1.4864751451799758,0.14699017394332234,1.0126987782389438,7.199595831515725,3.4579527511687096,-0.0434097634710779,0.2566136187124871,307,1.0,2026-06-28T11:10:00+00:00,2026-07-28T05:40:00+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,24,1.0150596519024666,0.7557781682829121,0.34095294564200657,0.5123488205397073,22.098651176284342,2.3368501610540005,-0.355188679245283,2.624043129362762e-11,160,1.0,2026-06-29T11:00:00+00:00,2026-07-29T06:00:00+00:00
 Chronos-2,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,0.3940478744472938,0.5771713731490018,0.04256327026164297,0.3974893070276744,14.686422228128519,0.31840009183520673,-0.12572373862696443,0.019844133998979652,156,1.0,2026-06-29T11:00:00+00:00,2026-07-29T06:00:00+00:00
@@ -27,11 +27,11 @@ Chronos-2,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,179.32052435
 Chronos-2,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,7,0.27994700016746327,0.4475570508758146,0.08047915672405251,0.3225868987296447,83.37287201644678,0.3794230793437146,0.6703296703296704,0.00045112620881470087,14,1.0,2026-06-28T00:00:00+00:00,2026-07-22T00:00:00+00:00
 Chronos-Bolt,binance_btcusdt_1h_close/1h/short,Finance,1h,24,1.3590568061890482,0.9903873760658994,0.009904096481494432,0.7224803297054803,22.46278900129055,1.5862759252926775,0.21792674411223262,1.5690299334873387e-05,178,1.0,2026-07-03T07:00:00+00:00,2026-07-29T02:00:00+00:00
 Chronos-Bolt,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,1.4539380254510008,1.0171651602630492,0.00866256496836003,0.694295550748422,34.41538763559448,1.694495727681373,0.021645021645021644,0.9112884689584274,22,1.0,2026-07-10T05:00:00+00:00,2026-07-26T08:00:00+00:00
-Chronos-Bolt,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,8.870729057279922,0.45017910778985704,,0.18082230519669093,-24.686622973746125,85.05012829145056,0.047650215556947144,0.3538615366820538,199,0.0,2026-07-03T04:20:00+00:00,2026-07-29T14:50:00+00:00
 Chronos-Bolt,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,1.0941039077622845e-12,1.045994219755676e-06,,3.214861849916891e-06,-100.0,2.021858384873043e-28,0.0,1.0,426,0.0,2026-07-01T21:10:00+00:00,2026-07-28T13:05:00+00:00
 Chronos-Bolt,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.33646790118188474,0.46932795303124963,0.03148247055252711,0.3285493541758667,10.269454068402935,0.5551840161623731,-0.2553846153846154,0.07039249318951525,26,1.0,2026-06-30T23:00:00+00:00,2026-07-26T23:00:00+00:00
 Chronos-Bolt,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,1.3337502092040887,1.0487941809007166,1.1407968302349951,0.7041582531046675,7.112516468924779,1.0731097727140144,0.006361007847996695,0.8762120172150925,270,0.9962962962962963,2026-07-03T07:42:00+00:00,2026-07-29T18:48:00+00:00
-Chronos-Bolt,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,3.0249447637801543,1.56773587703653,0.1413502644052285,1.0756973648149528,-1.2482923455508377,3.74411601779297,-0.06484578223708658,0.16418982938535875,208,1.0,2026-07-02T10:10:00+00:00,2026-07-28T05:40:00+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,24,0.5192212900807802,0.6136169988670386,0.3781507253907484,0.41067132524837424,12.693943394160948,0.5811873908132617,-0.47313527180783815,1.0937270052212145e-13,113,1.0,2026-07-03T07:00:00+00:00,2026-07-29T06:00:00+00:00
 Chronos-Bolt,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,0.39597589650585163,0.5508489228436029,0.04139058885573126,0.404325940830895,23.22709754885763,0.4314227954453064,-0.22779922779922776,0.00037014614571445777,112,1.0,2026-07-03T08:00:00+00:00,2026-07-29T06:00:00+00:00
@@ -40,11 +40,11 @@ Chronos-Bolt,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,228.35382
 Chronos-Bolt,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,7,0.5888227944617089,0.6921086990730174,0.14236933700516546,0.5316201479443244,69.39145215325834,0.6217751936303204,0.5454545454545454,0.013770768197851531,12,1.0,2026-07-01T00:00:00+00:00,2026-07-22T00:00:00+00:00
 ETS,binance_btcusdt_1h_close/1h/short,Finance,1h,24,1.9749087632969757,1.1589421102324862,0.010345623598231867,0.9027200636186677,24.844477994351482,2.632850870866263,0.10619430558574225,0.020514504061896748,215,1.0,2026-06-29T09:00:00+00:00,2026-07-29T02:00:00+00:00
 ETS,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,1.6772698673479125,1.1374607267848178,0.00888958251994685,0.8481888404956763,28.643717831168455,1.8085885112023488,-0.08064516129032259,0.5301288877477086,32,1.0,2026-06-30T08:00:00+00:00,2026-07-26T08:00:00+00:00
-ETS,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,6.472231295796579,0.36690112961606364,,0.14789295905919472,-31.88024837811575,72.64783148151231,0.09133520377656461,0.037700464739450185,273,0.0,2026-06-29T10:05:00+00:00,2026-07-29T14:50:00+00:00
 ETS,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,9.578202015526527e-15,9.786828912128039e-08,,2.502171382189062e-07,0.0,0.0,0.0,1.0,548,0.0,2026-06-25T14:45:00+00:00,2026-07-28T13:05:00+00:00
 ETS,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,5.632064283514427,2.2241017917224624,0.15885787001642346,1.7941800506233858,-79.9671220048645,3.8344178607315382,0.043678160919540236,0.7502215453736768,30,1.0,2026-06-26T23:00:00+00:00,2026-07-26T23:00:00+00:00
 ETS,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,1.9105349595384657,1.2282957327708113,1.4858643816039663,0.934047642181641,-11.664144025054568,1.7105004040905394,0.08824356348154394,0.009536233792891072,387,0.9974160206718347,2026-06-29T10:00:00+00:00,2026-07-29T18:48:00+00:00
-ETS,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,5.850466382021172,1.905669463610887,0.18454754316470004,1.5223799358904635,-5.012575815320361,12.001212376798978,-0.18001223932589558,4.5057511326069875e-06,292,1.0,2026-06-28T11:10:00+00:00,2026-07-28T05:40:00+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,24,3.820774171434048,1.072625636884402,0.5167834642087665,0.8466345131083669,-0.9221819391856056,27.11124123452995,-0.24782168186423503,1.3011201820176544e-05,141,1.0,2026-06-29T11:00:00+00:00,2026-07-29T06:00:00+00:00
 ETS,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,17.288229673618275,3.460803312137743,0.2788475265243386,2.8620921815140727,-79.72997348219963,29.353901284692668,-0.06675129588490426,0.24544578545277684,138,1.0,2026-06-29T11:00:00+00:00,2026-07-29T06:00:00+00:00
@@ -53,11 +53,11 @@ ETS,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,192.79184669046458
 ETS,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,7,1.0833490720100392,0.9952444213048076,0.2129850550946607,0.6701769428306765,48.5062282411613,0.7673220126829784,0.2051282051282051,0.3674042836022003,13,1.0,2026-06-28T00:00:00+00:00,2026-07-22T00:00:00+00:00
 Moirai-2.0,binance_btcusdt_1h_close/1h/short,Finance,1h,24,1.3255523211137077,0.9454819086177181,0.008962348252692317,0.6918819039958242,31.696846495752407,1.6419744746228764,0.3060071558596447,1.189559507764937e-09,179,1.0,2026-07-03T07:00:00+00:00,2026-07-29T02:00:00+00:00
 Moirai-2.0,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,1.7617173231646346,1.1324285203842483,0.009484338375650726,0.7276927535003623,29.188919734540207,1.7734024748178494,-0.05627705627705628,0.7380940484479567,22,1.0,2026-07-10T05:00:00+00:00,2026-07-26T08:00:00+00:00
-Moirai-2.0,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,8.8271079717418,0.44794277422972817,,0.178228172346672,-24.679414071711108,84.84459704232573,0.031018527183611182,0.5453759860875371,200,0.0,2026-07-03T04:20:00+00:00,2026-07-29T14:50:00+00:00
 Moirai-2.0,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,1.2167879962794955e-13,3.488248839001449e-07,,4.1005151803435396e-07,0.0,0.0,0.0,1.0,427,0.0,2026-07-01T21:10:00+00:00,2026-07-28T13:05:00+00:00
 Moirai-2.0,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.32783875148011027,0.4861314501111893,0.032171503433641925,0.3331142593364293,2.7413565787529137,0.5308169063111237,-0.28615384615384615,0.04171775347628058,26,1.0,2026-06-30T23:00:00+00:00,2026-07-26T23:00:00+00:00
 Moirai-2.0,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,0.7109392826076268,0.7091589360164084,0.8808127165131181,0.46979335294352825,38.72315606262861,0.8622416836804444,0.045018450184501846,0.26937195838536865,271,0.996309963099631,2026-07-03T07:42:00+00:00,2026-07-29T18:48:00+00:00
-Moirai-2.0,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,2.875163364543005,1.5140992211116933,0.13656758553561157,1.0197928990223109,3.1650765796073244,3.6692471466171495,-0.020824789245841874,0.6534847125593055,210,1.0,2026-07-02T10:10:00+00:00,2026-07-28T05:40:00+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,24,0.4715153320594922,0.5873144922469989,0.3456406578945194,0.39620317776089164,14.684842484870142,0.5573026837283488,-0.36127930445582984,1.2084311369054593e-08,114,1.0,2026-07-03T07:00:00+00:00,2026-07-29T06:00:00+00:00
 Moirai-2.0,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,0.45608751447480117,0.5987022784121335,0.045222709870817925,0.44293438780100797,13.674628356253022,0.46521605444133185,-0.177307206068268,0.005368703288571927,113,1.0,2026-07-03T08:00:00+00:00,2026-07-29T06:00:00+00:00
@@ -66,11 +66,11 @@ Moirai-2.0,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,225.7214137
 Moirai-2.0,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,7,0.32576694973257325,0.4774421673330105,0.08443561400522327,0.33703281202278523,81.50457626947743,0.4588390803064478,0.7575757575757575,0.00024002425044091711,12,1.0,2026-07-01T00:00:00+00:00,2026-07-22T00:00:00+00:00
 Moving-Average,binance_btcusdt_1h_close/1h/short,Finance,1h,24,2.595777764036453,1.3562101026246272,0.01271889111785165,1.1329953562029307,13.473002609099206,2.906910608346005,-0.003781786568137362,0.9342444639752822,215,1.0,2026-06-29T09:00:00+00:00,2026-07-29T02:00:00+00:00
 Moving-Average,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,3.269265685407324,1.5349643437810503,0.012371122286664232,1.296030600804856,16.041236998369264,3.389151169692855,-0.07661290322580645,0.5514777322263826,32,1.0,2026-06-30T08:00:00+00:00,2026-07-26T08:00:00+00:00
-Moving-Average,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,6.510631278959869,0.3908710705077703,,0.17083622012247776,-32.69538209793578,72.65620146671824,0.08509724239434656,0.05285140868921746,273,0.0,2026-06-29T10:05:00+00:00,2026-07-29T14:50:00+00:00
 Moving-Average,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,9.578202015526527e-15,9.786828912128039e-08,,2.502171382189062e-07,0.0,0.0,0.0,1.0,548,0.0,2026-06-25T14:45:00+00:00,2026-07-28T13:05:00+00:00
 Moving-Average,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.9224463856199253,0.9010670399481847,0.0645836248358115,0.6869453492193306,-43.08462326691053,0.6586811407632233,-0.04827586206896552,0.7235302654564064,30,1.0,2026-06-26T23:00:00+00:00,2026-07-26T23:00:00+00:00
 Moving-Average,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,1.4246661740983064,1.037002799245903,2.1205320381876667,0.9065763542590775,5.406634171579568,1.5863252968339965,0.16252292779585223,1.804161960363586e-06,387,0.9974160206718347,2026-06-29T10:00:00+00:00,2026-07-29T18:48:00+00:00
-Moving-Average,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,2.625709717015872,1.4326279936812982,0.14142457855422066,1.1353304944961622,11.474808062907794,3.4887494645182304,-0.0920773901991244,0.018972938508059083,292,1.0,2026-06-28T11:10:00+00:00,2026-07-28T05:40:00+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,24,1.480721728057981,0.9736093363199961,0.4600085522308967,0.7568512947290484,-2.1922693248171874,2.5147415660218684,-0.3588652482269503,2.7279170890889704e-10,141,1.0,2026-06-29T11:00:00+00:00,2026-07-29T06:00:00+00:00
 Moving-Average,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,0.8935463205962211,0.9040529015828146,0.06581214312841947,0.6421640999964857,-28.261544365897937,0.5260873051902926,0.12281815296731197,0.03259360404575268,138,1.0,2026-06-29T11:00:00+00:00,2026-07-29T06:00:00+00:00
@@ -79,11 +79,11 @@ Moving-Average,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,194.644
 Moving-Average,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,7,1.0234789580573493,0.981223967552433,0.20267540197053469,0.6344362738751932,49.37921755829025,0.594749234030022,0.4102564102564102,0.05725682817696707,13,1.0,2026-06-28T00:00:00+00:00,2026-07-22T00:00:00+00:00
 Seasonal-Naive,binance_btcusdt_1h_close/1h/short,Finance,1h,24,3.108011234510908,1.5183312965350395,0.013715890820135591,1.0301377501059725,0.0,3.1904662194946947,-0.006737665724842427,0.8831373980138193,215,1.0,2026-06-29T09:00:00+00:00,2026-07-29T02:00:00+00:00
 Seasonal-Naive,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,3.8803486777886427,1.7234750348172114,0.013600798681791645,1.164368059063642,0.0,3.667874600129973,-0.14919354838709678,0.23861491183733988,32,1.0,2026-06-30T08:00:00+00:00,2026-07-26T08:00:00+00:00
-Seasonal-Naive,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,6.836193968724294,0.44009622901294476,,0.17189765168173454,0.0,72.56057279996074,0.14739434427011133,0.002167007063197428,274,0.0,2026-06-29T09:30:00+00:00,2026-07-29T14:50:00+00:00
 Seasonal-Naive,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,0.0,0.0,,0.0,0.0,0.0,0.0,1.0,549,0.0,2026-06-25T14:25:00+00:00,2026-07-28T13:05:00+00:00
 Seasonal-Naive,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.3838835766683514,0.5349065407917174,0.037747810105515,0.3810075120009519,0.0,0.46585943829990095,-0.3701149425287356,0.00369749418816167,30,1.0,2026-06-26T23:00:00+00:00,2026-07-26T23:00:00+00:00
 Seasonal-Naive,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,1.495276068607949,1.07432376499679,2.1502358843152636,0.9444179065849289,0.0,1.610377470138945,0.18039905165294756,1.1191374486892663e-07,388,0.9974226804123711,2026-06-29T09:30:00+00:00,2026-07-29T18:48:00+00:00
-Seasonal-Naive,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,3.067200332902325,1.5795468811945765,0.1494110944382594,1.2805892643607824,0.0,3.5808657434846873,-0.08864369535742674,0.023667487902626353,293,1.0,2026-06-28T11:00:00+00:00,2026-07-28T05:40:00+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,24,1.740886219130264,1.0380822429396779,0.4625913459515543,0.857304676129714,0.0,2.6500469287478814,-0.3862750973928678,9.080792355065225e-12,142,1.0,2026-06-29T09:00:00+00:00,2026-07-29T06:00:00+00:00
 Seasonal-Naive,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,0.5194390531654802,0.6727912793635036,0.04929150109572573,0.4808134290372592,0.0,0.3809392189483209,-0.13293712855802314,0.0202490445900226,139,1.0,2026-06-29T09:00:00+00:00,2026-07-29T06:00:00+00:00
@@ -92,11 +92,11 @@ Seasonal-Naive,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,193.862
 Seasonal-Naive,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,7,2.8654131840406496,1.6732133427269074,0.3759880599808413,1.451931952818942,0.0,0.8962259101819249,0.4102564102564102,0.05725682817696707,13,1.0,2026-06-28T00:00:00+00:00,2026-07-22T00:00:00+00:00
 Sundial,binance_btcusdt_1h_close/1h/short,Finance,1h,24,2.323207062028143,1.3654090653344653,0.013988832070442029,1.0748757864706302,3.696671623549243,2.076065277609487,-0.1643953769190961,0.0008353031599470442,187,1.0,2026-07-01T08:00:00+00:00,2026-07-29T02:00:00+00:00
 Sundial,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,2.195593023269829,1.2510649627495094,0.010353811211048837,0.9577149267740791,30.624585259542382,2.167796226333411,-0.18153846153846157,0.20324965345831253,26,1.0,2026-07-01T13:00:00+00:00,2026-07-26T08:00:00+00:00
-Sundial,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,7.477184940164015,0.404020075650607,,0.156737259777226,-31.14031673345554,78.10190113083748,0.041110710421925704,0.34703533695936284,236,0.0,2026-07-01T00:15:00+00:00,2026-07-29T14:50:00+00:00
 Sundial,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,6.595599431522003e-16,2.322217119306191e-08,,2.023011836332676e-08,0.0,1.3881698688485564e-15,0.0,1.0,479,0.0,2026-06-29T22:35:00+00:00,2026-07-28T13:05:00+00:00
 Sundial,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.2989915504083323,0.4810597675775045,0.031935842024323965,0.32229608362516915,5.478488539646862,0.35359595910756725,-0.41798941798941797,0.001494389653163529,28,1.0,2026-06-28T23:00:00+00:00,2026-07-26T23:00:00+00:00
 Sundial,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,0.39056853891979787,0.5410626441743579,0.819400674653941,0.3572785188468581,53.36337450840049,0.3881711741054812,0.03886314251100898,0.2973948199712074,323,0.9969040247678018,2026-07-01T07:24:00+00:00,2026-07-29T18:48:00+00:00
-Sundial,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,3.2067627316075837,1.6540913222182396,0.16533223779214337,1.230016170564496,-4.981996850200494,3.5308794959401544,-0.09444614495119545,0.028335790026346237,243,1.0,2026-06-30T09:40:00+00:00,2026-07-28T05:40:00+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,24,1.0468842107574035,0.7537646795855256,0.3724221072967029,0.5243551612492412,16.411187705870706,2.4426725327631766,-0.3957513768686074,7.1126563668391e-11,124,1.0,2026-07-01T08:00:00+00:00,2026-07-29T06:00:00+00:00
 Sundial,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,0.4864872368777169,0.638614491621658,0.047742198073724575,0.46862980163770085,7.673307428063925,0.4022284122976959,-0.10330578512396693,0.09291483454565659,121,1.0,2026-07-01T08:00:00+00:00,2026-07-29T06:00:00+00:00
@@ -105,11 +105,11 @@ Sundial,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,219.5221283334
 Sundial,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,7,0.31166353208424874,0.5111701376597275,0.09318070827996433,0.3397871771134533,81.89086047181716,0.306401845448795,0.6969696969696969,0.0009744810873283095,12,1.0,2026-06-30T00:00:00+00:00,2026-07-22T00:00:00+00:00
 TabPFN-TS,binance_btcusdt_1h_close/1h/short,Finance,1h,24,1.2924652831141397,0.9664427428421578,0.009427241559342393,0.8290658794304816,24.108108048992317,1.5164992416830831,0.3036698480978626,3.0075171480814273e-09,173,1.0,2026-07-01T13:00:00+00:00,2026-07-29T02:00:00+00:00
 TabPFN-TS,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,1.6897087292640207,1.09329092186638,0.009593598242124572,0.9474734246730254,30.125180199747636,1.9526605060946605,-0.03896103896103896,0.8236433617484156,22,1.0,2026-07-10T05:00:00+00:00,2026-07-26T08:00:00+00:00
-TabPFN-TS,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,9.101621583096973,0.46368948125610016,,0.1837771710485261,-24.98152061809877,86.14633276841992,0.04847366514213931,0.35404533919536363,194,0.0,2026-07-01T12:55:00+00:00,2026-07-29T14:50:00+00:00
 TabPFN-TS,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,0.0,0.0,,0.0,0.0,0.0,0.0,1.0,412,0.0,2026-06-30T03:30:00+00:00,2026-07-28T13:05:00+00:00
 TabPFN-TS,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.3499836747388939,0.4967729072984653,0.03265549655192607,0.39498106583018344,3.657192499155621,0.493990451889389,-0.2934472934472935,0.032513093519389046,27,1.0,2026-06-28T23:00:00+00:00,2026-07-26T23:00:00+00:00
 TabPFN-TS,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,0.9782348153880248,0.8761527007632791,0.9556428937490422,0.713837980502079,22.505255355891645,0.8942909883123211,0.0,1.0,252,0.996031746031746,2026-07-01T12:54:00+00:00,2026-07-29T18:48:00+00:00
-TabPFN-TS,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,2.9042391943615766,1.5145072087650886,0.13559037349535139,1.2801955293924727,3.0233429072092783,3.761396250829972,-0.027659794882419972,0.5638011337705916,197,1.0,2026-06-30T13:20:00+00:00,2026-07-28T05:40:00+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,24,0.510925237519673,0.5960871212166821,0.3355496042219181,0.4901428157258468,11.142701120007423,0.7053624588633668,-0.39133681852128455,3.9299760057831175e-09,104,1.0,2026-07-01T13:00:00+00:00,2026-07-29T06:00:00+00:00
 TabPFN-TS,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,0.436250711548795,0.6041637518295926,0.04554221433804426,0.49641438029013757,7.773809205063626,0.4198360351426503,-0.2510946126023225,0.0001708962196969261,103,1.0,2026-07-01T13:00:00+00:00,2026-07-29T06:00:00+00:00
@@ -118,11 +118,11 @@ TabPFN-TS,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,247.53660545
 TabPFN-TS,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,7,0.330527016667658,0.5220646204807641,0.09473347581504885,0.40977797737842825,78.66631528029852,0.3229533174905907,0.7435897435897434,0.00014526497165386054,13,1.0,2026-06-30T00:00:00+00:00,2026-07-22T00:00:00+00:00
 TiRex,binance_btcusdt_1h_close/1h/short,Finance,1h,24,1.5994120921013129,1.071465615789501,0.009887251026591262,0.7750211854507422,30.174673970948685,1.7836721042041281,0.05031468654407369,0.24674833844565747,239,1.0,2026-06-29T09:00:00+00:00,2026-07-29T02:00:00+00:00
 TiRex,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,1.8183701071507006,1.1566950827938647,0.009098519179104744,0.7859114801504872,36.06338252137382,2.012663949949189,-0.12096774193548389,0.34153305448057775,32,1.0,2026-06-30T08:00:00+00:00,2026-07-26T08:00:00+00:00
-TiRex,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,18;36,6.238616143453076,0.31650291637519096,,0.14064108850166604,-31.18577108016461,71.39249747678674,0.0037352245377175104,0.9308529970772608,283,0.0,2026-06-29T10:05:00+00:00,2026-07-29T14:50:00+00:00
 TiRex,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,2.0440368407041847e-18,1.42969816419557e-09,,1.3977486927145102e-09,0.0,3.855261090221942e-34,0.0,1.0,567,0.0,2026-06-25T14:45:00+00:00,2026-07-28T13:05:00+00:00
 TiRex,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.29587531469370065,0.45830202303845324,0.030294215858784057,0.314433562506276,15.912214496004603,0.39335092685640916,-0.3241379310344828,0.011605514320066219,30,1.0,2026-06-26T23:00:00+00:00,2026-07-26T23:00:00+00:00
 TiRex,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,0.3906089733185281,0.5211622397971412,0.6221305581827286,0.34835712436166444,46.02616780692926,0.5018211721062746,-0.03479900261509457,0.29498186103749624,406,0.9975369458128078,2026-06-29T10:00:00+00:00,2026-07-29T18:48:00+00:00
-TiRex,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,2.8939286049489046,1.5091067903010746,0.15020409963763806,1.0302151483954005,5.826233871961843,3.5858117429116505,-0.1378977820636451,0.0003209757148745961,306,1.0,2026-06-28T11:10:00+00:00,2026-07-28T05:40:00+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,24,0.9433189252558988,0.7261824015943259,0.324130900006619,0.5017579647927536,23.866528455203486,2.1650401778035553,-0.3058131097315166,1.1785461407902463e-08,158,1.0,2026-06-29T11:00:00+00:00,2026-07-29T06:00:00+00:00
 TiRex,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,0.39607419787570164,0.5716568056568146,0.04236269351762131,0.4091659225475469,16.700482692230054,0.36068213839480007,-0.09270725834193327,0.08901434605385444,153,1.0,2026-06-29T11:00:00+00:00,2026-07-29T06:00:00+00:00
@@ -131,11 +131,11 @@ TiRex,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,181.444376818341
 TiRex,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,7,0.28449572647514776,0.46295416442262743,0.0840872562984529,0.3356773200795831,82.75970061880996,0.36273456534043697,0.6703296703296704,0.00045112620881470087,14,1.0,2026-06-28T00:00:00+00:00,2026-07-22T00:00:00+00:00
 TimesFM-2.5,binance_btcusdt_1h_close/1h/short,Finance,1h,24,1.638967969038197,1.0784007804385085,0.010548357293420808,0.8842110547186213,28.153423628049854,1.895449190085244,0.06279473814842391,0.14915781148875462,238,1.0,2026-06-29T09:00:00+00:00,2026-07-29T02:00:00+00:00
 TimesFM-2.5,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,1.9235807995648218,1.1939238211789782,0.009107697376501547,0.9818204856365835,32.13359881394004,2.2268271082902564,-0.09469696969696971,0.45073160411871227,33,1.0,2026-06-30T08:00:00+00:00,2026-07-26T08:00:00+00:00
-TimesFM-2.5,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,6.238557165321232,0.3173436183902336,,0.13020057158583542,-28.955638170663637,71.39132510477806,0.11742681980993597,0.006985450298762848,283,0.0,2026-06-29T10:05:00+00:00,2026-07-29T14:50:00+00:00
 TimesFM-2.5,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,0.0,0.0,,0.0,0.0,0.0,0.0,1.0,567,0.0,2026-06-25T14:45:00+00:00,2026-07-28T13:05:00+00:00
 TimesFM-2.5,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.31259224147394643,0.4973346576596029,0.03799042775808872,0.35734743509649297,2.559933492785978,0.33467509116808847,-0.3977011494252874,0.0017234661675702629,30,1.0,2026-06-26T23:00:00+00:00,2026-07-26T23:00:00+00:00
 TimesFM-2.5,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,0.17385337041712254,0.35572580171296164,0.2655397483227165,0.2743964367464691,62.95219919643831,0.20386503496328487,-0.015404269955531536,0.6437735169594563,404,0.9975247524752475,2026-06-29T10:00:00+00:00,2026-07-29T18:48:00+00:00
-TimesFM-2.5,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,2.6974015839669128,1.4708589351716754,0.1326116889151577,1.2309806447795324,7.113635247862645,3.2544648556064195,-0.09332476159862851,0.014898198285029885,306,1.0,2026-06-28T11:10:00+00:00,2026-07-28T05:40:00+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,24,0.9928392903270465,0.743079876763076,0.31640421749784975,0.5711622674235939,19.455728804183,2.34432412328017,-0.32794381838967823,1.0897006086054243e-09,157,1.0,2026-06-29T11:00:00+00:00,2026-07-29T06:00:00+00:00
 TimesFM-2.5,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,0.4510823735297692,0.608101584765456,0.05402256024731402,0.4650612794140051,11.539697239815482,0.42361056496648186,-0.06381148950808395,0.24177701191344003,153,1.0,2026-06-29T11:00:00+00:00,2026-07-29T06:00:00+00:00
@@ -144,11 +144,11 @@ TimesFM-2.5,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,180.128848
 TimesFM-2.5,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,7,0.2628934288941335,0.4467675878121167,0.07882639118800008,0.348531478510896,84.26849086288598,0.34343778548255705,0.5604395604395604,0.004565983394728434,14,1.0,2026-06-28T00:00:00+00:00,2026-07-22T00:00:00+00:00
 Toto-1.0,binance_btcusdt_1h_close/1h/short,Finance,1h,24,2.277551305421047,1.2973832392587585,0.009791821183191307,0.750293883214471,0.04095970959438077,2.856198589746234,0.19619398403928792,8.80580697790275e-05,181,1.0,2026-07-03T07:00:00+00:00,2026-07-29T02:00:00+00:00
 Toto-1.0,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,3.175086269910645,1.521645487561495,0.010709564244259217,0.8709867168219557,0.5322464158750319,3.5235205419444062,-0.012987012987012986,0.9555771436337516,22,1.0,2026-07-10T05:00:00+00:00,2026-07-26T08:00:00+00:00
-Toto-1.0,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,11.363588161114162,1.4773825223944985,,0.181735960516473,-87.20740480024621,85.15828168605815,0.004221105527638191,0.929267904895437,200,0.0,2026-07-03T04:20:00+00:00,2026-07-29T14:50:00+00:00
 Toto-1.0,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,0.5261327614743757,0.31161585455592317,,0.0002757557126553795,-100.0,3.408197463704578,-0.0020913665773478864,0.9484036961374356,429,0.0,2026-07-01T21:10:00+00:00,2026-07-28T13:05:00+00:00
 Toto-1.0,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.6586340425895975,0.6335735514017304,0.03023697154965001,0.3095297258176916,-11.611604151595333,1.3086718510560469,-0.2676923076923077,0.057446554888585626,26,1.0,2026-06-30T23:00:00+00:00,2026-07-26T23:00:00+00:00
 Toto-1.0,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,1.3112561965760832,0.96372921838034,0.8071101123462269,0.3953518650443914,16.736569923551336,2.461560822879547,0.018853695324283562,0.6424373930669409,273,0.9963369963369964,2026-07-03T07:42:00+00:00,2026-07-29T18:48:00+00:00
-Toto-1.0,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,55.41199529181756,5.088477654601104,0.13015345450660978,1.026655448423758,-64.75336582471606,180.48339980923495,-0.09317714387910223,0.04355497564812599,212,1.0,2026-07-02T10:10:00+00:00,2026-07-28T05:40:00+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,24,1.8086755463047894,1.1244214289763996,0.38690031407444925,0.4160504766079341,-31.42725574876232,3.090909965391763,-0.4440884820747522,1.974384373799413e-12,115,1.0,2026-07-03T07:00:00+00:00,2026-07-29T06:00:00+00:00
 Toto-1.0,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,0.4583658746295953,0.5921699440160674,0.03933345122165723,0.37845409305226885,13.66322108581051,0.634815129779458,-0.18678887484197218,0.0033579559666237773,113,1.0,2026-07-03T08:00:00+00:00,2026-07-29T06:00:00+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,24,2.032704925470051,1.2618173863142206,0.014566524469917437,1.1908214345113508,10.1197687390634,2.126830988763306,0.03403607911323626,0.4577525468924829,215,1.0,2026-06-29T09:00:00+00:00,2026-07-29T02:00:00+00:00
 ARIMA,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,1.9083101123257313,1.261258169978178,0.011845155708664644,1.1042089583487873,17.948263157190265,1.7646338660449543,-0.19354838709677422,0.12407814866273859,32,1.0,2026-06-30T08:00:00+00:00,2026-07-26T08:00:00+00:00
+ARIMA,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,6.430981811646138,0.370766603909224,,0.15157022461471686,-31.79656459177291,72.46141093454932,0.06469677557379651,0.14045294103659456,274,0.0,2026-06-29T10:05:00+00:00,2026-07-29T18:15:00+00:00
 ARIMA,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,9.578202015526527e-15,9.786828912128039e-08,,2.502171382189062e-07,0.0,0.0,0.0,1.0,548,0.0,2026-06-25T14:45:00+00:00,2026-07-28T13:05:00+00:00
 ARIMA,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,2.0379265364760504,1.341938783720677,0.0882364325192599,1.0492572016487152,-61.32015971705557,1.2999471724338816,-0.011494252873563218,0.9436180468092228,30,1.0,2026-06-26T23:00:00+00:00,2026-07-26T23:00:00+00:00
 ARIMA,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,1.2135106327932361,0.9712651511810751,1.3212275657763966,0.7610550085867495,5.3417241438102065,1.1904303507160816,0.07900550267100453,0.02029582628627477,387,0.9974160206718347,2026-06-29T10:00:00+00:00,2026-07-29T18:48:00+00:00
+ARIMA,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,2.6278568825194553,1.4251075897774492,0.13227878922346972,1.0387696251664715,11.737236632404167,3.378824238756953,-0.12978633877226614,0.000924387813090632,293,1.0,2026-06-28T11:10:00+00:00,2026-07-28T18:10:00+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,24,1.665109551610478,0.9425843342865656,0.45340885250266716,0.7368541719040477,2.6129379148167384,3.801462211022909,-0.30151975683890575,1.129050878760189e-07,141,1.0,2026-06-29T11:00:00+00:00,2026-07-29T06:00:00+00:00
 ARIMA,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,1.707595147467111,1.2137946283982373,0.09503290881139861,0.9472151818486351,-43.64651110848551,1.4390179917400023,-0.010472865756902571,0.8554026963994866,138,1.0,2026-06-29T11:00:00+00:00,2026-07-29T06:00:00+00:00
 ARIMA,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,7,1.1257656989002478,1.030157882628527,0.19812277023131533,0.6390464595327553,45.798520099415526,0.6175932364599516,0.3846153846153845,0.07631653936341436,13,1.0,2026-06-28T00:00:00+00:00,2026-07-22T00:00:00+00:00
 Chronos-2,binance_btcusdt_1h_close/1h/short,Finance,1h,24,1.6103921393088825,1.070203286080005,0.01005519166446684,0.7737355759657781,28.53003362108346,1.8967145492730757,0.07824267782426779,0.07107048183030118,240,1.0,2026-06-29T09:00:00+00:00,2026-07-29T02:00:00+00:00
 Chronos-2,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,1.5811863431219901,1.070465590173461,0.008323636090464196,0.7421514556711728,36.369387975458395,2.0049073075588306,-0.056818181818181816,0.6556644947844955,33,1.0,2026-06-30T08:00:00+00:00,2026-07-26T08:00:00+00:00
+Chronos-2,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,18;36,6.199376212562263,0.3189154656903312,,0.1405568707576083,-31.07087368448362,71.13837868797852,0.03825623679811225,0.37245335864247076,285,0.0,2026-06-29T10:05:00+00:00,2026-07-29T18:15:00+00:00
 Chronos-2,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,1.729686274365332e-18,1.3151753777977035e-09,,2.356162747109682e-09,0.0,1.927627547135855e-34,0.0,1.0,568,0.0,2026-06-25T14:45:00+00:00,2026-07-28T13:05:00+00:00
 Chronos-2,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.295371688844987,0.4728719138176587,0.03169250099185042,0.32183935593940316,8.73042977853834,0.361298836217281,-0.3517241379310345,0.005952597596458611,30,1.0,2026-06-26T23:00:00+00:00,2026-07-26T23:00:00+00:00
 Chronos-2,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,0.3267718045769036,0.47674721226781136,0.4838424912974793,0.31330482436095664,50.890842667274356,0.4210806576917784,-0.05406555981268625,0.10372205381864447,406,0.9975369458128078,2026-06-29T10:00:00+00:00,2026-07-29T18:48:00+00:00
+Chronos-2,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,2.78083175102839,1.4836897221770533,0.1467397909358067,1.0114377175893885,7.288724509866297,3.4550091462980164,-0.048859934853420196,0.20091018335726885,308,1.0,2026-06-28T11:10:00+00:00,2026-07-28T18:10:00+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,24,1.0150596519024666,0.7557781682829121,0.34095294564200657,0.5123488205397073,22.098651176284342,2.3368501610540005,-0.355188679245283,2.624043129362762e-11,160,1.0,2026-06-29T11:00:00+00:00,2026-07-29T06:00:00+00:00
 Chronos-2,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,0.3940478744472938,0.5771713731490018,0.04256327026164297,0.3974893070276744,14.686422228128519,0.31840009183520673,-0.12572373862696443,0.019844133998979652,156,1.0,2026-06-29T11:00:00+00:00,2026-07-29T06:00:00+00:00
 Chronos-2,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,7,0.27994700016746327,0.4475570508758146,0.08047915672405251,0.3225868987296447,83.37287201644678,0.3794230793437146,0.6703296703296704,0.00045112620881470087,14,1.0,2026-06-28T00:00:00+00:00,2026-07-22T00:00:00+00:00
 Chronos-Bolt,binance_btcusdt_1h_close/1h/short,Finance,1h,24,1.3590568061890482,0.9903873760658994,0.009904096481494432,0.7224803297054803,22.46278900129055,1.5862759252926775,0.21792674411223262,1.5690299334873387e-05,178,1.0,2026-07-03T07:00:00+00:00,2026-07-29T02:00:00+00:00
 Chronos-Bolt,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,1.4539380254510008,1.0171651602630492,0.00866256496836003,0.694295550748422,34.41538763559448,1.694495727681373,0.021645021645021644,0.9112884689584274,22,1.0,2026-07-10T05:00:00+00:00,2026-07-26T08:00:00+00:00
+Chronos-Bolt,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,8.826375411993522,0.4479282125373743,,0.1799181940014753,-24.557373638805046,84.83848421033936,0.04157062428158732,0.41770124491616134,200,0.0,2026-07-03T04:20:00+00:00,2026-07-29T18:15:00+00:00
 Chronos-Bolt,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,1.0941039077622845e-12,1.045994219755676e-06,,3.214861849916891e-06,-100.0,2.021858384873043e-28,0.0,1.0,426,0.0,2026-07-01T21:10:00+00:00,2026-07-28T13:05:00+00:00
 Chronos-Bolt,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.33646790118188474,0.46932795303124963,0.03148247055252711,0.3285493541758667,10.269454068402935,0.5551840161623731,-0.2553846153846154,0.07039249318951525,26,1.0,2026-06-30T23:00:00+00:00,2026-07-26T23:00:00+00:00
 Chronos-Bolt,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,1.3337502092040887,1.0487941809007166,1.1407968302349951,0.7041582531046675,7.112516468924779,1.0731097727140144,0.006361007847996695,0.8762120172150925,270,0.9962962962962963,2026-07-03T07:42:00+00:00,2026-07-29T18:48:00+00:00
+Chronos-Bolt,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,3.011961547015877,1.562904984130352,0.14097602774054388,1.073538135241004,-1.0208813336356009,3.7398179683984893,-0.07342657342657344,0.1143260371287455,209,1.0,2026-07-02T10:10:00+00:00,2026-07-28T18:10:00+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,24,0.5192212900807802,0.6136169988670386,0.3781507253907484,0.41067132524837424,12.693943394160948,0.5811873908132617,-0.47313527180783815,1.0937270052212145e-13,113,1.0,2026-07-03T07:00:00+00:00,2026-07-29T06:00:00+00:00
 Chronos-Bolt,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,0.39597589650585163,0.5508489228436029,0.04139058885573126,0.404325940830895,23.22709754885763,0.4314227954453064,-0.22779922779922776,0.00037014614571445777,112,1.0,2026-07-03T08:00:00+00:00,2026-07-29T06:00:00+00:00
 Chronos-Bolt,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,7,0.5888227944617089,0.6921086990730174,0.14236933700516546,0.5316201479443244,69.39145215325834,0.6217751936303204,0.5454545454545454,0.013770768197851531,12,1.0,2026-07-01T00:00:00+00:00,2026-07-22T00:00:00+00:00
 ETS,binance_btcusdt_1h_close/1h/short,Finance,1h,24,1.9749087632969757,1.1589421102324862,0.010345623598231867,0.9027200636186677,24.844477994351482,2.632850870866263,0.10619430558574225,0.020514504061896748,215,1.0,2026-06-29T09:00:00+00:00,2026-07-29T02:00:00+00:00
 ETS,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,1.6772698673479125,1.1374607267848178,0.00888958251994685,0.8481888404956763,28.643717831168455,1.8085885112023488,-0.08064516129032259,0.5301288877477086,32,1.0,2026-06-30T08:00:00+00:00,2026-07-26T08:00:00+00:00
+ETS,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,6.448610013695132,0.3655620746407916,,0.14735320466255647,-31.76389710666277,72.51570891716871,0.08663633723273328,0.04838218992159158,274,0.0,2026-06-29T10:05:00+00:00,2026-07-29T18:15:00+00:00
 ETS,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,9.578202015526527e-15,9.786828912128039e-08,,2.502171382189062e-07,0.0,0.0,0.0,1.0,548,0.0,2026-06-25T14:45:00+00:00,2026-07-28T13:05:00+00:00
 ETS,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,5.632064283514427,2.2241017917224624,0.15885787001642346,1.7941800506233858,-79.9671220048645,3.8344178607315382,0.043678160919540236,0.7502215453736768,30,1.0,2026-06-26T23:00:00+00:00,2026-07-26T23:00:00+00:00
 ETS,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,1.9105349595384657,1.2282957327708113,1.4858643816039663,0.934047642181641,-11.664144025054568,1.7105004040905394,0.08824356348154394,0.009536233792891072,387,0.9974160206718347,2026-06-29T10:00:00+00:00,2026-07-29T18:48:00+00:00
+ETS,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,5.8314847093947915,1.9009997211706162,0.18412655871109107,1.5184719108617473,-4.838827377004714,11.985049737781578,-0.18490813034737483,2.3645322036176374e-06,293,1.0,2026-06-28T11:10:00+00:00,2026-07-28T18:10:00+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,24,3.820774171434048,1.072625636884402,0.5167834642087665,0.8466345131083669,-0.9221819391856056,27.11124123452995,-0.24782168186423503,1.3011201820176544e-05,141,1.0,2026-06-29T11:00:00+00:00,2026-07-29T06:00:00+00:00
 ETS,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,17.288229673618275,3.460803312137743,0.2788475265243386,2.8620921815140727,-79.72997348219963,29.353901284692668,-0.06675129588490426,0.24544578545277684,138,1.0,2026-06-29T11:00:00+00:00,2026-07-29T06:00:00+00:00
 ETS,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,7,1.0833490720100392,0.9952444213048076,0.2129850550946607,0.6701769428306765,48.5062282411613,0.7673220126829784,0.2051282051282051,0.3674042836022003,13,1.0,2026-06-28T00:00:00+00:00,2026-07-22T00:00:00+00:00
 Moirai-2.0,binance_btcusdt_1h_close/1h/short,Finance,1h,24,1.3255523211137077,0.9454819086177181,0.008962348252692317,0.6918819039958242,31.696846495752407,1.6419744746228764,0.3060071558596447,1.189559507764937e-09,179,1.0,2026-07-03T07:00:00+00:00,2026-07-29T02:00:00+00:00
 Moirai-2.0,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,1.7617173231646346,1.1324285203842483,0.009484338375650726,0.7276927535003623,29.188919734540207,1.7734024748178494,-0.05627705627705628,0.7380940484479567,22,1.0,2026-07-10T05:00:00+00:00,2026-07-26T08:00:00+00:00
+Moirai-2.0,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,8.783192011683383,0.44571420460790684,,0.17734146672732806,-24.55020247971262,84.63450992331303,0.02501136575246573,0.6251649968625166,201,0.0,2026-07-03T04:20:00+00:00,2026-07-29T18:15:00+00:00
 Moirai-2.0,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,1.2167879962794955e-13,3.488248839001449e-07,,4.1005151803435396e-07,0.0,0.0,0.0,1.0,427,0.0,2026-07-01T21:10:00+00:00,2026-07-28T13:05:00+00:00
 Moirai-2.0,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.32783875148011027,0.4861314501111893,0.032171503433641925,0.3331142593364293,2.7413565787529137,0.5308169063111237,-0.28615384615384615,0.04171775347628058,26,1.0,2026-06-30T23:00:00+00:00,2026-07-26T23:00:00+00:00
 Moirai-2.0,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,0.7109392826076268,0.7091589360164084,0.8808127165131181,0.46979335294352825,38.72315606262861,0.8622416836804444,0.045018450184501846,0.26937195838536865,271,0.996309963099631,2026-07-03T07:42:00+00:00,2026-07-29T18:48:00+00:00
+Moirai-2.0,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,2.863091468404272,1.5096376464858068,0.13622918673225815,1.0172514731538336,3.358732957085348,3.6646981441787014,-0.02974497856014444,0.5203721458013295,211,1.0,2026-07-02T10:10:00+00:00,2026-07-28T18:10:00+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,24,0.4715153320594922,0.5873144922469989,0.3456406578945194,0.39620317776089164,14.684842484870142,0.5573026837283488,-0.36127930445582984,1.2084311369054593e-08,114,1.0,2026-07-03T07:00:00+00:00,2026-07-29T06:00:00+00:00
 Moirai-2.0,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,0.45608751447480117,0.5987022784121335,0.045222709870817925,0.44293438780100797,13.674628356253022,0.46521605444133185,-0.177307206068268,0.005368703288571927,113,1.0,2026-07-03T08:00:00+00:00,2026-07-29T06:00:00+00:00
 Moirai-2.0,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,7,0.32576694973257325,0.4774421673330105,0.08443561400522327,0.33703281202278523,81.50457626947743,0.4588390803064478,0.7575757575757575,0.00024002425044091711,12,1.0,2026-07-01T00:00:00+00:00,2026-07-22T00:00:00+00:00
 Moving-Average,binance_btcusdt_1h_close/1h/short,Finance,1h,24,2.595777764036453,1.3562101026246272,0.01271889111785165,1.1329953562029307,13.473002609099206,2.906910608346005,-0.003781786568137362,0.9342444639752822,215,1.0,2026-06-29T09:00:00+00:00,2026-07-29T02:00:00+00:00
 Moving-Average,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,3.269265685407324,1.5349643437810503,0.012371122286664232,1.296030600804856,16.041236998369264,3.389151169692855,-0.07661290322580645,0.5514777322263826,32,1.0,2026-06-30T08:00:00+00:00,2026-07-26T08:00:00+00:00
+Moving-Average,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,6.486869850934467,0.38944453399639717,,0.17021273119641145,-32.576055885899514,72.52407598131104,0.08043613226078328,0.0668483138802308,274,0.0,2026-06-29T10:05:00+00:00,2026-07-29T18:15:00+00:00
 Moving-Average,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,9.578202015526527e-15,9.786828912128039e-08,,2.502171382189062e-07,0.0,0.0,0.0,1.0,548,0.0,2026-06-25T14:45:00+00:00,2026-07-28T13:05:00+00:00
 Moving-Average,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.9224463856199253,0.9010670399481847,0.0645836248358115,0.6869453492193306,-43.08462326691053,0.6586811407632233,-0.04827586206896552,0.7235302654564064,30,1.0,2026-06-26T23:00:00+00:00,2026-07-26T23:00:00+00:00
 Moving-Average,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,1.4246661740983064,1.037002799245903,2.1205320381876667,0.9065763542590775,5.406634171579568,1.5863252968339965,0.16252292779585223,1.804161960363586e-06,387,0.9974160206718347,2026-06-29T10:00:00+00:00,2026-07-29T18:48:00+00:00
+Moving-Average,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,2.618646975514632,1.4302841198111884,0.141224289786264,1.133222556737405,11.492529596110773,3.484868083809825,-0.09663845902099212,0.013642638654681776,293,1.0,2026-06-28T11:10:00+00:00,2026-07-28T18:10:00+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,24,1.480721728057981,0.9736093363199961,0.4600085522308967,0.7568512947290484,-2.1922693248171874,2.5147415660218684,-0.3588652482269503,2.7279170890889704e-10,141,1.0,2026-06-29T11:00:00+00:00,2026-07-29T06:00:00+00:00
 Moving-Average,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,0.8935463205962211,0.9040529015828146,0.06581214312841947,0.6421640999964857,-28.261544365897937,0.5260873051902926,0.12281815296731197,0.03259360404575268,138,1.0,2026-06-29T11:00:00+00:00,2026-07-29T06:00:00+00:00
 Moving-Average,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,7,1.0234789580573493,0.981223967552433,0.20267540197053469,0.6344362738751932,49.37921755829025,0.594749234030022,0.4102564102564102,0.05725682817696707,13,1.0,2026-06-28T00:00:00+00:00,2026-07-22T00:00:00+00:00
 Seasonal-Naive,binance_btcusdt_1h_close/1h/short,Finance,1h,24,3.108011234510908,1.5183312965350395,0.013715890820135591,1.0301377501059725,0.0,3.1904662194946947,-0.006737665724842427,0.8831373980138193,215,1.0,2026-06-29T09:00:00+00:00,2026-07-29T02:00:00+00:00
 Seasonal-Naive,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,3.8803486777886427,1.7234750348172114,0.013600798681791645,1.164368059063642,0.0,3.667874600129973,-0.14919354838709678,0.23861491183733988,32,1.0,2026-06-30T08:00:00+00:00,2026-07-26T08:00:00+00:00
+Seasonal-Naive,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,6.811335081565297,0.43849587908926135,,0.1712725693119828,0.0,72.42921511885002,0.1446980539063893,0.002566009667765918,275,0.0,2026-06-29T09:30:00+00:00,2026-07-29T18:15:00+00:00
 Seasonal-Naive,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,0.0,0.0,,0.0,0.0,0.0,0.0,1.0,549,0.0,2026-06-25T14:25:00+00:00,2026-07-28T13:05:00+00:00
 Seasonal-Naive,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.3838835766683514,0.5349065407917174,0.037747810105515,0.3810075120009519,0.0,0.46585943829990095,-0.3701149425287356,0.00369749418816167,30,1.0,2026-06-26T23:00:00+00:00,2026-07-26T23:00:00+00:00
 Seasonal-Naive,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,1.495276068607949,1.07432376499679,2.1502358843152636,0.9444179065849289,0.0,1.610377470138945,0.18039905165294756,1.1191374486892663e-07,388,0.9974226804123711,2026-06-29T09:30:00+00:00,2026-07-29T18:48:00+00:00
+Seasonal-Naive,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,3.0594168823220187,1.5771760883130423,0.1492407580046367,1.2784702577477862,0.0,3.5772402034239623,-0.09224304056093426,0.018353224893709753,294,1.0,2026-06-28T11:00:00+00:00,2026-07-28T18:10:00+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,24,1.740886219130264,1.0380822429396779,0.4625913459515543,0.857304676129714,0.0,2.6500469287478814,-0.3862750973928678,9.080792355065225e-12,142,1.0,2026-06-29T09:00:00+00:00,2026-07-29T06:00:00+00:00
 Seasonal-Naive,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,0.5194390531654802,0.6727912793635036,0.04929150109572573,0.4808134290372592,0.0,0.3809392189483209,-0.13293712855802314,0.0202490445900226,139,1.0,2026-06-29T09:00:00+00:00,2026-07-29T06:00:00+00:00
 Seasonal-Naive,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,7,2.8654131840406496,1.6732133427269074,0.3759880599808413,1.451931952818942,0.0,0.8962259101819249,0.4102564102564102,0.05725682817696707,13,1.0,2026-06-28T00:00:00+00:00,2026-07-22T00:00:00+00:00
 Sundial,binance_btcusdt_1h_close/1h/short,Finance,1h,24,2.323207062028143,1.3654090653344653,0.013988832070442029,1.0748757864706302,3.696671623549243,2.076065277609487,-0.1643953769190961,0.0008353031599470442,187,1.0,2026-07-01T08:00:00+00:00,2026-07-29T02:00:00+00:00
 Sundial,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,2.195593023269829,1.2510649627495094,0.010353811211048837,0.9577149267740791,30.624585259542382,2.167796226333411,-0.18153846153846157,0.20324965345831253,26,1.0,2026-07-01T13:00:00+00:00,2026-07-26T08:00:00+00:00
+Sundial,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,7.44563563661902,0.4023153498699733,,0.15607592136044882,-31.008922991964166,77.93776874428441,0.036615890724451115,0.4012781553845268,237,0.0,2026-07-01T00:15:00+00:00,2026-07-29T18:15:00+00:00
 Sundial,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,6.595599431522003e-16,2.322217119306191e-08,,2.023011836332676e-08,0.0,1.3881698688485564e-15,0.0,1.0,479,0.0,2026-06-29T22:35:00+00:00,2026-07-28T13:05:00+00:00
 Sundial,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.2989915504083323,0.4810597675775045,0.031935842024323965,0.32229608362516915,5.478488539646862,0.35359595910756725,-0.41798941798941797,0.001494389653163529,28,1.0,2026-06-28T23:00:00+00:00,2026-07-26T23:00:00+00:00
 Sundial,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,0.39056853891979787,0.5410626441743579,0.819400674653941,0.3572785188468581,53.36337450840049,0.3881711741054812,0.03886314251100898,0.2973948199712074,323,0.9969040247678018,2026-07-01T07:24:00+00:00,2026-07-29T18:48:00+00:00
+Sundial,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,3.19548685710466,1.6500781195800127,0.1649509866713147,1.2268800008203813,-4.85419317378813,3.52800630664717,-0.10166632935303244,0.018022954716784046,244,1.0,2026-06-30T09:40:00+00:00,2026-07-28T18:10:00+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,24,1.0468842107574035,0.7537646795855256,0.3724221072967029,0.5243551612492412,16.411187705870706,2.4426725327631766,-0.3957513768686074,7.1126563668391e-11,124,1.0,2026-07-01T08:00:00+00:00,2026-07-29T06:00:00+00:00
 Sundial,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,0.4864872368777169,0.638614491621658,0.047742198073724575,0.46862980163770085,7.673307428063925,0.4022284122976959,-0.10330578512396693,0.09291483454565659,121,1.0,2026-07-01T08:00:00+00:00,2026-07-29T06:00:00+00:00
 Sundial,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,7,0.31166353208424874,0.5111701376597275,0.09318070827996433,0.3397871771134533,81.89086047181716,0.306401845448795,0.6969696969696969,0.0009744810873283095,12,1.0,2026-06-30T00:00:00+00:00,2026-07-22T00:00:00+00:00
 TabPFN-TS,binance_btcusdt_1h_close/1h/short,Finance,1h,24,1.2924652831141397,0.9664427428421578,0.009427241559342393,0.8290658794304816,24.108108048992317,1.5164992416830831,0.3036698480978626,3.0075171480814273e-09,173,1.0,2026-07-01T13:00:00+00:00,2026-07-29T02:00:00+00:00
 TabPFN-TS,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,1.6897087292640207,1.09329092186638,0.009593598242124572,0.9474734246730254,30.125180199747636,1.9526605060946605,-0.03896103896103896,0.8236433617484156,22,1.0,2026-07-10T05:00:00+00:00,2026-07-26T08:00:00+00:00
+TabPFN-TS,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,9.054946600619552,0.4613115864804278,,0.182834724017508,-24.84934326033105,85.92649130173157,0.04225375766985575,0.41823512484673353,195,0.0,2026-07-01T12:55:00+00:00,2026-07-29T18:15:00+00:00
 TabPFN-TS,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,0.0,0.0,,0.0,0.0,0.0,0.0,1.0,412,0.0,2026-06-30T03:30:00+00:00,2026-07-28T13:05:00+00:00
 TabPFN-TS,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.3499836747388939,0.4967729072984653,0.03265549655192607,0.39498106583018344,3.657192499155621,0.493990451889389,-0.2934472934472935,0.032513093519389046,27,1.0,2026-06-28T23:00:00+00:00,2026-07-26T23:00:00+00:00
 TabPFN-TS,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,0.9782348153880248,0.8761527007632791,0.9556428937490422,0.713837980502079,22.505255355891645,0.8942909883123211,0.0,1.0,252,0.996031746031746,2026-07-01T12:54:00+00:00,2026-07-29T18:48:00+00:00
+TabPFN-TS,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,2.89178649768332,1.5102029945429798,0.13527004554698432,1.2764680720002513,3.151821276070372,3.7559270189862373,-0.03707121981233657,0.4379864082099799,198,1.0,2026-06-30T13:20:00+00:00,2026-07-28T18:10:00+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,24,0.510925237519673,0.5960871212166821,0.3355496042219181,0.4901428157258468,11.142701120007423,0.7053624588633668,-0.39133681852128455,3.9299760057831175e-09,104,1.0,2026-07-01T13:00:00+00:00,2026-07-29T06:00:00+00:00
 TabPFN-TS,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,0.436250711548795,0.6041637518295926,0.04554221433804426,0.49641438029013757,7.773809205063626,0.4198360351426503,-0.2510946126023225,0.0001708962196969261,103,1.0,2026-07-01T13:00:00+00:00,2026-07-29T06:00:00+00:00
 TabPFN-TS,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,7,0.330527016667658,0.5220646204807641,0.09473347581504885,0.40977797737842825,78.66631528029852,0.3229533174905907,0.7435897435897434,0.00014526497165386054,13,1.0,2026-06-30T00:00:00+00:00,2026-07-22T00:00:00+00:00
 TiRex,binance_btcusdt_1h_close/1h/short,Finance,1h,24,1.5994120921013129,1.071465615789501,0.009887251026591262,0.7750211854507422,30.174673970948685,1.7836721042041281,0.05031468654407369,0.24674833844565747,239,1.0,2026-06-29T09:00:00+00:00,2026-07-29T02:00:00+00:00
 TiRex,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,1.8183701071507006,1.1566950827938647,0.009098519179104744,0.7859114801504872,36.06338252137382,2.012663949949189,-0.12096774193548389,0.34153305448057775,32,1.0,2026-06-30T08:00:00+00:00,2026-07-26T08:00:00+00:00
+TiRex,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,18;36,6.21664918520148,0.3153884695136067,,0.14014587341598428,-31.070268224312148,71.26721218054698,-0.00023028225279445822,0.9957258141297903,284,0.0,2026-06-29T10:05:00+00:00,2026-07-29T18:15:00+00:00
 TiRex,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,2.0440368407041847e-18,1.42969816419557e-09,,1.3977486927145102e-09,0.0,3.855261090221942e-34,0.0,1.0,567,0.0,2026-06-25T14:45:00+00:00,2026-07-28T13:05:00+00:00
 TiRex,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.29587531469370065,0.45830202303845324,0.030294215858784057,0.314433562506276,15.912214496004603,0.39335092685640916,-0.3241379310344828,0.011605514320066219,30,1.0,2026-06-26T23:00:00+00:00,2026-07-26T23:00:00+00:00
 TiRex,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,0.3906089733185281,0.5211622397971412,0.6221305581827286,0.34835712436166444,46.02616780692926,0.5018211721062746,-0.03479900261509457,0.29498186103749624,406,0.9975369458128078,2026-06-29T10:00:00+00:00,2026-07-29T18:48:00+00:00
+TiRex,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,2.8856717472206497,1.5061430132566989,0.14993260120512927,1.0285652740893811,5.934850537302864,3.5828698047326872,-0.14300312959059847,0.0001861443546264914,307,1.0,2026-06-28T11:10:00+00:00,2026-07-28T18:10:00+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,24,0.9433189252558988,0.7261824015943259,0.324130900006619,0.5017579647927536,23.866528455203486,2.1650401778035553,-0.3058131097315166,1.1785461407902463e-08,158,1.0,2026-06-29T11:00:00+00:00,2026-07-29T06:00:00+00:00
 TiRex,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,0.39607419787570164,0.5716568056568146,0.04236269351762131,0.4091659225475469,16.700482692230054,0.36068213839480007,-0.09270725834193327,0.08901434605385444,153,1.0,2026-06-29T11:00:00+00:00,2026-07-29T06:00:00+00:00
 TiRex,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,7,0.28449572647514776,0.46295416442262743,0.0840872562984529,0.3356773200795831,82.75970061880996,0.36273456534043697,0.6703296703296704,0.00045112620881470087,14,1.0,2026-06-28T00:00:00+00:00,2026-07-22T00:00:00+00:00
 TimesFM-2.5,binance_btcusdt_1h_close/1h/short,Finance,1h,24,1.638967969038197,1.0784007804385085,0.010548357293420808,0.8842110547186213,28.153423628049854,1.895449190085244,0.06279473814842391,0.14915781148875462,238,1.0,2026-06-29T09:00:00+00:00,2026-07-29T02:00:00+00:00
 TimesFM-2.5,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,1.9235807995648218,1.1939238211789782,0.009107697376501547,0.9818204856365835,32.13359881394004,2.2268271082902564,-0.09469696969696971,0.45073160411871227,33,1.0,2026-06-30T08:00:00+00:00,2026-07-26T08:00:00+00:00
+TimesFM-2.5,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,6.216590414739115,0.31622621128322576,,0.12974211886898387,-28.848395066327843,71.26604187930977,0.11293549361919303,0.009377168452175217,284,0.0,2026-06-29T10:05:00+00:00,2026-07-29T18:15:00+00:00
 TimesFM-2.5,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,0.0,0.0,,0.0,0.0,0.0,0.0,1.0,567,0.0,2026-06-25T14:45:00+00:00,2026-07-28T13:05:00+00:00
 TimesFM-2.5,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.31259224147394643,0.4973346576596029,0.03799042775808872,0.35734743509649297,2.559933492785978,0.33467509116808847,-0.3977011494252874,0.0017234661675702629,30,1.0,2026-06-26T23:00:00+00:00,2026-07-26T23:00:00+00:00
 TimesFM-2.5,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,0.17385337041712254,0.35572580171296164,0.2655397483227165,0.2743964367464691,62.95219919643831,0.20386503496328487,-0.015404269955531536,0.6437735169594563,404,0.9975247524752475,2026-06-29T10:00:00+00:00,2026-07-29T18:48:00+00:00
+TimesFM-2.5,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,2.6897039073550544,1.4679509685853767,0.13240551730985642,1.2284802228783873,7.228439936710899,3.2519409070296725,-0.09880564603691641,0.009820190766037526,307,1.0,2026-06-28T11:10:00+00:00,2026-07-28T18:10:00+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,24,0.9928392903270465,0.743079876763076,0.31640421749784975,0.5711622674235939,19.455728804183,2.34432412328017,-0.32794381838967823,1.0897006086054243e-09,157,1.0,2026-06-29T11:00:00+00:00,2026-07-29T06:00:00+00:00
 TimesFM-2.5,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,0.4510823735297692,0.608101584765456,0.05402256024731402,0.4650612794140051,11.539697239815482,0.42361056496648186,-0.06381148950808395,0.24177701191344003,153,1.0,2026-06-29T11:00:00+00:00,2026-07-29T06:00:00+00:00
 TimesFM-2.5,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,7,0.2628934288941335,0.4467675878121167,0.07882639118800008,0.348531478510896,84.26849086288598,0.34343778548255705,0.5604395604395604,0.004565983394728434,14,1.0,2026-06-28T00:00:00+00:00,2026-07-22T00:00:00+00:00
 Toto-1.0,binance_btcusdt_1h_close/1h/short,Finance,1h,24,2.277551305421047,1.2973832392587585,0.009791821183191307,0.750293883214471,0.04095970959438077,2.856198589746234,0.19619398403928792,8.80580697790275e-05,181,1.0,2026-07-03T07:00:00+00:00,2026-07-29T02:00:00+00:00
 Toto-1.0,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,3.175086269910645,1.521645487561495,0.010709564244259217,0.8709867168219557,0.5322464158750319,3.5235205419444062,-0.012987012987012986,0.9555771436337516,22,1.0,2026-07-10T05:00:00+00:00,2026-07-26T08:00:00+00:00
+Toto-1.0,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,11.309586159013941,1.4735824726232214,,0.1808331860196804,-87.27438173846481,84.9485693492587,0.0029850746268656717,0.9498199909375991,201,0.0,2026-07-03T04:20:00+00:00,2026-07-29T18:15:00+00:00
 Toto-1.0,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,0.5261327614743757,0.31161585455592317,,0.0002757557126553795,-100.0,3.408197463704578,-0.0020913665773478864,0.9484036961374356,429,0.0,2026-07-01T21:10:00+00:00,2026-07-28T13:05:00+00:00
 Toto-1.0,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.6586340425895975,0.6335735514017304,0.03023697154965001,0.3095297258176916,-11.611604151595333,1.3086718510560469,-0.2676923076923077,0.057446554888585626,26,1.0,2026-06-30T23:00:00+00:00,2026-07-26T23:00:00+00:00
 Toto-1.0,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,1.3112561965760832,0.96372921838034,0.8071101123462269,0.3953518650443914,16.736569923551336,2.461560822879547,0.018853695324283562,0.6424373930669409,273,0.9963369963369964,2026-07-03T07:42:00+00:00,2026-07-29T18:48:00+00:00
+Toto-1.0,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,55.16745988667621,5.073150153049318,0.12983393143649136,1.0246742254474148,-64.73943690309451,180.09259376606326,-0.09983169456993535,0.030183564220730433,213,1.0,2026-07-02T10:10:00+00:00,2026-07-28T18:10:00+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,24,1.8086755463047894,1.1244214289763996,0.38690031407444925,0.4160504766079341,-31.42725574876232,3.090909965391763,-0.4440884820747522,1.974384373799413e-12,115,1.0,2026-07-03T07:00:00+00:00,2026-07-29T06:00:00+00:00
 Toto-1.0,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,0.4583658746295953,0.5921699440160674,0.03933345122165723,0.37845409305226885,13.66322108581051,0.634815129779458,-0.18678887484197218,0.0033579559666237773,113,1.0,2026-07-03T08:00:00+00:00,2026-07-29T06:00:00+00:00

results/aggregates/metadata.json CHANGED Viewed

@@ -1,5 +1,5 @@
 {
-  "generated_at": "2026-07-30T01:45:48.991310+00:00",
   "baseline_model": "Seasonal-Naive",
   "normalization": "Per-config metric / Seasonal-Naive metric",
   "metric_aggregation": "Geometric mean over dataset configurations",

 {
+  "generated_at": "2026-07-30T02:17:43.025343+00:00",
   "baseline_model": "Seasonal-Naive",
   "normalization": "Per-config metric / Seasonal-Naive metric",
   "metric_aggregation": "Geometric mean over dataset configurations",

results/aggregates/results_by_domain.csv CHANGED Viewed

@@ -1,16 +1,16 @@
 domain,model,MSE,CRPS,Rank,n_configs,n_group_configs,coverage
-Climate,TiRex,4.269961694024012,44.09120866645544,1,5,5,1.0
-Climate,Seasonal-Naive,1.0,1.0,2,5,5,1.0
-Climate,Moirai-2.0,12.196798967277523,60.81261038920086,3,5,5,1.0
-Climate,Chronos-2,12.369973678204508,57.26763411964469,4,5,5,1.0
-Climate,Toto-1.0,207.95948703046662,81.07507080096238,5,5,5,1.0
-Climate,Chronos-Bolt,12.935694459742345,73.30146865625643,6,5,5,1.0
-Climate,Sundial,64.94456124914842,84.76487816093582,7,5,5,1.0
-Climate,TabPFN-TS,8.145835812253848,46.463390893601975,8,5,5,1.0
-Climate,TimesFM-2.5,9.281772321052259,92.48763062500898,9,5,5,1.0
-Climate,ARIMA,457.9307575475013,225.2980694766373,10,5,5,1.0
-Climate,Moving-Average,317.71943032856046,291.3887373425248,11,5,5,1.0
-Climate,ETS,1655.597051653818,703.2819933079703,12,5,5,1.0
 Finance,Moirai-2.0,0.22409481207132434,0.487951964417501,1,2,2,1.0
 Finance,Chronos-Bolt,0.2736790800966687,0.5057014143672646,2,2,2,1.0
 Finance,TiRex,0.20014521509059205,0.4804972472127513,3,2,2,1.0
@@ -47,18 +47,18 @@ Hydrology,Seasonal-Naive,1.0,1.0,9,1,1,1.0
 Hydrology,Sundial,1.3977594282011032,1.074296938071852,10,1,1,1.0
 Hydrology,TabPFN-TS,1.1276707612981798,1.1435318896536943,11,1,1,1.0
 Hydrology,Moving-Average,1.0229049999998812,1.1718693936132067,12,1,1,1.0
-Ocean,Chronos-Bolt,0.7817885145309665,0.8218463943096892,1,2,2,1.0
-Ocean,TimesFM-2.5,0.18810656071276222,0.4693393930720182,2,2,2,1.0
-Ocean,Chronos-2,0.27306845933367213,0.4633507556919752,3,2,2,1.0
-Ocean,TiRex,0.4216659131897419,0.6135807141067213,4,2,2,1.0
-Ocean,Moving-Average,0.8385073379153821,0.8844207167838167,5,2,2,1.0
-Ocean,Sundial,0.16142463529324655,0.4215684319101711,6,2,2,1.0
-Ocean,Toto-1.0,0.7271518089312354,0.6315512226562373,7,2,2,1.0
-Ocean,ETS,0.9395638868437495,0.8894696567173147,8,2,2,1.0
-Ocean,Moirai-2.0,0.524461599564957,0.6528735221284211,9,2,2,1.0
-Ocean,ARIMA,1.1590138509441354,1.0299747354033542,10,2,2,1.0
-Ocean,Seasonal-Naive,1.0,1.0,11,2,2,1.0
-Ocean,TabPFN-TS,1.4633921606315503,1.1901481261366895,12,2,2,1.0
 Transportation,Seasonal-Naive,1.0,1.0,1,1,1,1.0
 Transportation,TabPFN-TS,1.0,1.0,2,1,1,1.0
 Transportation,TimesFM-2.5,1.0,1.0,3,1,1,1.0

 domain,model,MSE,CRPS,Rank,n_configs,n_group_configs,coverage
+Climate,TiRex,0.3650840775416369,4.494631549597824,1,5,5,1.0
+Climate,Chronos-2,0.6005303272522906,3.803669144633632,2,5,5,1.0
+Climate,Seasonal-Naive,1.0,1.0,3,5,5,1.0
+Climate,Toto-1.0,250.48123709396697,39.07319519277663,4,5,5,1.0
+Climate,Chronos-Bolt,0.5971525929874819,8.14664917827943,5,5,5,1.0
+Climate,Sundial,1.160278382303475,7.971052011756972,6,5,5,1.0
+Climate,TimesFM-2.5,0.6925659028674915,0.9761392705573495,7,5,5,1.0
+Climate,Moirai-2.0,0.5817912928502318,11.71860679832664,8,5,5,1.0
+Climate,TabPFN-TS,1.0068764519852622,1.060134200054248,9,5,5,1.0
+Climate,ARIMA,4.715503696525904,25.224389359520575,10,5,5,1.0
+Climate,Moving-Average,4.134367014342511,25.875934697489736,11,5,5,1.0
+Climate,ETS,21.543674640132167,62.452876356248865,12,5,5,1.0
 Finance,Moirai-2.0,0.22409481207132434,0.487951964417501,1,2,2,1.0
 Finance,Chronos-Bolt,0.2736790800966687,0.5057014143672646,2,2,2,1.0
 Finance,TiRex,0.20014521509059205,0.4804972472127513,3,2,2,1.0
 Hydrology,Sundial,1.3977594282011032,1.074296938071852,10,1,1,1.0
 Hydrology,TabPFN-TS,1.1276707612981798,1.1435318896536943,11,1,1,1.0
 Hydrology,Moving-Average,1.0229049999998812,1.1718693936132067,12,1,1,1.0
+Ocean,Sundial,0.09810147309542504,0.3139673303974916,1,2,2,1.0
+Ocean,TimesFM-2.5,0.10629290937324604,0.3740637706641928,2,2,2,1.0
+Ocean,Moirai-2.0,0.2507027133379547,0.5155586476034103,3,2,2,1.0
+Ocean,Chronos-2,0.16531491040649635,0.43440109895756907,4,2,2,1.0
+Ocean,TiRex,0.25654550427146766,0.5579102101718059,5,2,2,1.0
+Ocean,Moving-Average,0.8045682066786157,0.8390273234049286,6,2,2,1.0
+Ocean,ARIMA,0.9245768420702,0.893865099153588,7,2,2,1.0
+Ocean,ETS,0.944975253695873,0.9027003780512771,8,2,2,1.0
+Ocean,Toto-1.0,1.1851575627052668,0.5959660750263593,9,2,2,1.0
+Ocean,TabPFN-TS,0.8814726674819053,0.937096534332281,10,2,2,1.0
+Ocean,Chronos-Bolt,0.7529704283424046,0.9320915038846262,11,2,2,1.0
+Ocean,Seasonal-Naive,1.0,1.0,12,2,2,1.0
 Transportation,Seasonal-Naive,1.0,1.0,1,1,1,1.0
 Transportation,TabPFN-TS,1.0,1.0,2,1,1,1.0
 Transportation,TimesFM-2.5,1.0,1.0,3,1,1,1.0

results/aggregates/results_by_frequency.csv CHANGED Viewed

@@ -1,16 +1,16 @@
 frequency,model,MSE,CRPS,Rank,n_configs,n_group_configs,coverage
-10min,ETS,0.3666070969635438,0.5570986119712091,1,1,1,1.0
-10min,Chronos-Bolt,0.4310739979655584,0.7382053936764865,2,1,1,1.0
-10min,ARIMA,0.6442444888090875,0.7960045937174731,3,1,1,1.0
-10min,Moving-Average,0.7758094155974984,0.8747522400846098,4,1,1,1.0
-10min,TiRex,1.245456590775428,0.9632472512111627,5,1,1,1.0
-10min,Seasonal-Naive,1.0,1.0,6,1,1,1.0
-10min,Toto-1.0,1.607502148925569,1.0325688583671666,7,1,1,1.0
-10min,Chronos-2,1.384065219501788,1.0800978022511833,8,1,1,1.0
-10min,TimesFM-2.5,1.343885874583737,1.1092521058511466,9,1,1,1.0
-10min,Moirai-2.0,1.8429417027285986,1.1791865151434529,10,1,1,1.0
-10min,Sundial,1.5833101299543884,1.2742717261766512,11,1,1,1.0
-10min,TabPFN-TS,1.5520828724990656,1.3298337127875746,12,1,1,1.0
 15min,TiRex,0.2824453503385544,0.39112502049835196,1,1,1,1.0
 15min,Chronos-2,0.20416919351787574,0.39478734274085064,2,1,1,1.0
 15min,ETS,0.2560864091067253,0.4874835460344713,3,1,1,1.0
@@ -60,17 +60,17 @@ frequency,model,MSE,CRPS,Rank,n_configs,n_group_configs,coverage
 1mo,TabPFN-TS,0.8352213750339312,0.8925810519947165,11,1,1,1.0
 1mo,Seasonal-Naive,1.0,1.0,12,1,1,1.0
 5min,Seasonal-Naive,1.0,1.0,1,2,2,1.0
-5min,TabPFN-TS,186.16527248810067,12716.720927275246,2,2,2,1.0
-5min,TiRex,467.818849307794,727487.1764298526,3,2,2,1.0
-5min,TimesFM-2.5,657.5435356134471,87383.54750503786,4,2,2,1.0
-5min,Chronos-2,1925.682029149353,1825613.5832116704,5,2,2,1.0
-5min,Sundial,23439.668534938817,12370133.205641633,6,2,2,1.0
-5min,Moirai-2.0,2012.3180418883867,23002278.477914188,7,2,2,1.0
-5min,Chronos-Bolt,2284.4957317345597,111993278.42812526,8,2,2,1.0
-5min,ARIMA,92935.00189644423,60150922.59746263,9,2,2,1.0
-5min,Moving-Average,51771.03774191413,107359890.16049343,10,2,2,1.0
-5min,ETS,51771.07188272231,107360098.8252648,11,2,2,1.0
-5min,Toto-1.0,454489432020.20276,1721730811.2559497,12,2,2,1.0
 6min,Sundial,0.016457870373322452,0.13946785378063345,1,1,1,1.0
 6min,TimesFM-2.5,0.026329674902003237,0.19858377074721575,2,1,1,1.0
 6min,Chronos-2,0.05387490591643252,0.1987726688757729,3,1,1,1.0

 frequency,model,MSE,CRPS,Rank,n_configs,n_group_configs,coverage
+10min,ETS,0.37084216483909954,0.5737953847117148,1,1,1,1.0
+10min,ARIMA,0.4099769901781535,0.5995237490382248,2,1,1,1.0
+10min,TimesFM-2.5,0.4291045227516081,0.704607954602834,3,1,1,1.0
+10min,Sundial,0.5847596806384108,0.7067971714254332,4,1,1,1.0
+10min,Moirai-2.0,0.42111651716916393,0.7353270529790262,5,1,1,1.0
+10min,Moving-Average,0.7142776235117748,0.787262305176215,6,1,1,1.0
+10min,TiRex,0.46102069657796657,0.7963848617823616,7,1,1,1.0
+10min,TabPFN-TS,0.5631332342335849,0.8244493268615699,8,1,1,1.0
+10min,Toto-1.0,4.270252629792189,0.9194856152874338,9,1,1,1.0
+10min,Chronos-2,0.50726807105889,0.9493473918865494,10,1,1,1.0
+10min,Chronos-Bolt,0.39987945951262094,0.949539431774318,11,1,1,1.0
+10min,Seasonal-Naive,1.0,1.0,12,1,1,1.0
 15min,TiRex,0.2824453503385544,0.39112502049835196,1,1,1,1.0
 15min,Chronos-2,0.20416919351787574,0.39478734274085064,2,1,1,1.0
 15min,ETS,0.2560864091067253,0.4874835460344713,3,1,1,1.0
 1mo,TabPFN-TS,0.8352213750339312,0.8925810519947165,11,1,1,1.0
 1mo,Seasonal-Naive,1.0,1.0,12,1,1,1.0
 5min,Seasonal-Naive,1.0,1.0,1,2,2,1.0
+5min,TabPFN-TS,1.0,1.0,2,2,2,1.0
+5min,TimesFM-2.5,1.0,1.0,3,2,2,1.0
+5min,Chronos-2,1.0,2075.594868502009,4,2,2,1.0
+5min,TiRex,1.0,2413.6848893618544,5,2,2,1.0
+5min,Sundial,1.0,33544.67807657148,6,2,2,1.0
+5min,ARIMA,1.0,252290.1359197037,7,2,2,1.0
+5min,ETS,1.0,252290.1359197037,8,2,2,1.0
+5min,Moving-Average,1.0,252290.1359197037,9,2,2,1.0
+5min,Chronos-Bolt,1.0459942197556757,461166.5554836744,10,2,2,1.0
+5min,Moirai-2.0,1.0,374952.8836038598,11,2,2,1.0
+5min,Toto-1.0,723627302375.1315,277615830.46291107,12,2,2,1.0
 6min,Sundial,0.016457870373322452,0.13946785378063345,1,1,1,1.0
 6min,TimesFM-2.5,0.026329674902003237,0.19858377074721575,2,1,1,1.0
 6min,Chronos-2,0.05387490591643252,0.1987726688757729,3,1,1,1.0

results/aggregates/results_by_prediction_length.csv CHANGED Viewed

@@ -36,17 +36,17 @@ prediction_length,model,MSE,CRPS,Rank,n_configs,n_group_configs,coverage
 24,Moving-Average,2.2518228068172967,1.6220462061961167,11,7,7,1.0
 24,ETS,7.951571699814711,3.0368427697148492,12,7,7,1.0
 36,Seasonal-Naive,1.0,1.0,1,1,1,1.0
-36,TabPFN-TS,34657.508680568775,161714991.14220017,2,1,1,1.0
-36,TiRex,218854.47576766848,378635726.5998005,3,1,1,1.0
-36,Moirai-2.0,4049423.9017095114,1290337413.4837015,4,1,1,1.0
-36,Chronos-2,3708251.277388769,1414530876.228902,5,1,1,1.0
-36,Chronos-Bolt,4770041.228522263,3901410075.647206,6,1,1,1.0
-36,Sundial,549418061.0278009,7479496165.900999,7,1,1,1.0
-36,TimesFM-2.5,432363.50122703257,7635884374.565208,8,1,1,1.0
-36,Toto-1.0,200860214174.27115,10703712578.513912,9,1,1,1.0
-36,ARIMA,8636914577.492092,14459974704.692575,10,1,1,1.0
-36,Moving-Average,2680240348.8746977,46064574542.40958,11,1,1,1.0
-36,ETS,2680243883.8860006,46064753604.874146,12,1,1,1.0
 60,Sundial,0.016457870373322452,0.13946785378063345,1,1,1,1.0
 60,TimesFM-2.5,0.026329674902003237,0.19858377074721575,2,1,1,1.0
 60,Chronos-2,0.05387490591643252,0.1987726688757729,3,1,1,1.0
@@ -59,15 +59,15 @@ prediction_length,model,MSE,CRPS,Rank,n_configs,n_group_configs,coverage
 60,TabPFN-TS,1.3797695044142473,1.065135098115034,10,1,1,1.0
 60,ARIMA,2.0850983283745657,1.332715871167117,11,1,1,1.0
 60,ETS,2.407973835674871,1.420136854086624,12,1,1,1.0
-72,ETS,0.3666070969635438,0.5570986119712091,1,1,1,1.0
-72,Chronos-Bolt,0.4310739979655584,0.7382053936764865,2,1,1,1.0
-72,ARIMA,0.6442444888090875,0.7960045937174731,3,1,1,1.0
-72,Moving-Average,0.7758094155974984,0.8747522400846098,4,1,1,1.0
-72,TiRex,1.245456590775428,0.9632472512111627,5,1,1,1.0
-72,Seasonal-Naive,1.0,1.0,6,1,1,1.0
-72,Toto-1.0,1.607502148925569,1.0325688583671666,7,1,1,1.0
-72,Chronos-2,1.384065219501788,1.0800978022511833,8,1,1,1.0
-72,TimesFM-2.5,1.343885874583737,1.1092521058511466,9,1,1,1.0
-72,Moirai-2.0,1.8429417027285986,1.1791865151434529,10,1,1,1.0
-72,Sundial,1.5833101299543884,1.2742717261766512,11,1,1,1.0
-72,TabPFN-TS,1.5520828724990656,1.3298337127875746,12,1,1,1.0

 24,Moving-Average,2.2518228068172967,1.6220462061961167,11,7,7,1.0
 24,ETS,7.951571699814711,3.0368427697148492,12,7,7,1.0
 36,Seasonal-Naive,1.0,1.0,1,1,1,1.0
+36,TabPFN-TS,1.0,1.0,2,1,1,1.0
+36,TimesFM-2.5,1.0,1.0,3,1,1,1.0
+36,Chronos-2,1.0,1828.4365387902994,4,1,1,1.0
+36,TiRex,1.0,4168.041634021886,5,1,1,1.0
+36,Sundial,1.0,55001.033229645705,6,1,1,1.0
+36,Chronos-Bolt,1.0,66153.5710786996,7,1,1,1.0
+36,ARIMA,1.0,254380.30798153122,8,1,1,1.0
+36,ETS,1.0,254380.30798153122,9,1,1,1.0
+36,Moving-Average,1.0,254380.30798153122,10,1,1,1.0
+36,Moirai-2.0,1.0,342858.54030437075,11,1,1,1.0
+36,Toto-1.0,509185738969.7562,278286661.15620023,12,1,1,1.0
 60,Sundial,0.016457870373322452,0.13946785378063345,1,1,1,1.0
 60,TimesFM-2.5,0.026329674902003237,0.19858377074721575,2,1,1,1.0
 60,Chronos-2,0.05387490591643252,0.1987726688757729,3,1,1,1.0
 60,TabPFN-TS,1.3797695044142473,1.065135098115034,10,1,1,1.0
 60,ARIMA,2.0850983283745657,1.332715871167117,11,1,1,1.0
 60,ETS,2.407973835674871,1.420136854086624,12,1,1,1.0
+72,ETS,0.37084216483909954,0.5737953847117148,1,1,1,1.0
+72,ARIMA,0.4099769901781535,0.5995237490382248,2,1,1,1.0
+72,TimesFM-2.5,0.4291045227516081,0.704607954602834,3,1,1,1.0
+72,Sundial,0.5847596806384108,0.7067971714254332,4,1,1,1.0
+72,Moirai-2.0,0.42111651716916393,0.7353270529790262,5,1,1,1.0
+72,Moving-Average,0.7142776235117748,0.787262305176215,6,1,1,1.0
+72,TiRex,0.46102069657796657,0.7963848617823616,7,1,1,1.0
+72,TabPFN-TS,0.5631332342335849,0.8244493268615699,8,1,1,1.0
+72,Toto-1.0,4.270252629792189,0.9194856152874338,9,1,1,1.0
+72,Chronos-2,0.50726807105889,0.9493473918865494,10,1,1,1.0
+72,Chronos-Bolt,0.39987945951262094,0.949539431774318,11,1,1,1.0
+72,Seasonal-Naive,1.0,1.0,12,1,1,1.0

results/aggregates/results_overall.csv CHANGED Viewed

@@ -1,13 +1,13 @@
 overall,model,MSE,CRPS,Rank,n_configs,n_group_configs,coverage
-Overall,TiRex,0.9789168664230119,5.403995649691782,1,13,13,1.0
-Overall,Chronos-2,1.3649253339785516,5.916920272137998,2,13,13,1.0
-Overall,Moirai-2.0,1.6978933052242142,9.964136923625249,3,13,13,1.0
-Overall,Sundial,2.55328600339428,8.179882277138885,4,13,13,1.0
-Overall,Chronos-Bolt,1.7490146292099344,12.704903967355682,5,13,13,1.0
-Overall,TimesFM-2.5,1.0279479496923447,3.932041356546497,6,13,13,1.0
-Overall,Toto-1.0,59.93499238915537,19.599547590702166,7,13,13,1.0
-Overall,ARIMA,7.652253885121743,17.910418861539597,8,13,13,1.0
 Overall,Seasonal-Naive,1.0,1.0,9,13,13,1.0
-Overall,Moving-Average,7.465258033693174,20.719765999888327,10,13,13,1.0
-Overall,TabPFN-TS,1.9846049128018999,4.2445066722638005,11,13,13,1.0
-Overall,ETS,14.724784293088566,28.737929433888148,12,13,13,1.0

 overall,model,MSE,CRPS,Rank,n_configs,n_group_configs,coverage
+Overall,Chronos-2,0.3946898495065526,2.0645293748590765,1,13,13,1.0
+Overall,Sundial,0.5029481269803793,3.1489990889930866,2,13,13,1.0
+Overall,TiRex,0.3521794375499615,2.212855827926193,3,13,13,1.0
+Overall,TimesFM-2.5,0.34698113963034205,0.6595351074927018,4,13,13,1.0
+Overall,Moirai-2.0,0.4702548416253108,5.100554092921695,5,13,13,1.0
+Overall,Chronos-Bolt,0.5327844359541174,5.564259127404021,6,13,13,1.0
+Overall,ARIMA,1.271612435653142,7.549025266881626,7,13,13,1.0
+Overall,Toto-1.0,69.40561913887251,14.670496289951066,8,13,13,1.0
 Overall,Seasonal-Naive,1.0,1.0,9,13,13,1.0
+Overall,TabPFN-TS,0.8214655650356198,0.9559013908887042,10,13,13,1.0
+Overall,Moving-Average,1.3964972157104203,8.098635118799962,11,13,13,1.0
+Overall,ETS,2.7745239253800706,11.349828465815198,12,13,13,1.0

results/arima/all_results.csv CHANGED Viewed

@@ -2,11 +2,11 @@ dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[0.5]
 binance_btcusdt_1h_close/1h/short,ARIMA,1.2814899105689481,4.792966359732972,nan,nan,0.01765942321073851,nan,nan,1.132029112067772,nan,nan,2.0423224561647157,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,ARIMA,0.459657391080611,1.4186819575230558,nan,nan,0.015254467601366208,nan,nan,0.6779803766191254,nan,nan,1.0911009757378656,Finance,1,24
 data_gov_sg_sgx_equities_turnover_monthly_turnover_value_million_sgd/1mo/short,ARIMA,27197.688534080287,28885.073828115153,130.26006235500384,1.3733941545973163,0.6111556523811462,1.024494621436719,15.484310582150973,164.91721721542686,1.0152918018145418,0.8019294507021014,0.723321704945088,Finance,1,12
-data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,ARIMA,0.008636914577492195,0.00019943637205353936,nan,nan,nan,nan,nan,0.09293500189644478,nan,nan,0.014459974704692631,Climate,1,36
 data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,ARIMA,9.578202015526527e-15,9.143141084502762e-15,nan,nan,nan,nan,nan,9.786828912128038e-08,nan,nan,2.502171382189061e-07,Transportation,1,12
 nasa_power_shanghai_hourly_T2M/1h/short,ARIMA,2.056925758158167,2.1513339170576207,nan,nan,0.08313762419760717,nan,nan,1.4341986466867715,nan,nan,1.1091462251330082,Weather,1,24
 noaa_coops_sf_water_level_water_level/6min/short,ARIMA,1.8083467863892388,1.8079982355384892,nan,nan,1.8344389159135426,nan,nan,1.3447478523460221,nan,nan,1.030819601529486,Ocean,1,60
-noaa_ndbc_46013_realtime_wave_height/10min/short,ARIMA,1.8331695205240952,1.8927528726054481,nan,nan,0.11428118943556183,nan,nan,1.3539459075325333,nan,nan,1.0760698054107196,Ocean,1,72
 nws_ksfo_observations_temperature/1h/short,ARIMA,0.33228586127163234,0.22104454915678584,0.36362891565490346,0.26312846157942765,0.022250183536134175,0.02191393413024315,2.960766211760618,0.5764424180016876,0.03447450399419848,0.021747057665548703,0.019463503681897795,Weather,1,24
 open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,ARIMA,0.02045968038051262,0.019237349597677596,nan,nan,0.20808709764662048,nan,nan,0.14303733911294847,nan,nan,0.08921582967146684,Air Quality,1,24
 open_meteo_shanghai_hourly_temperature_2m/1h/short,ARIMA,2.3057718816852564,2.2153411608014966,nan,nan,0.1529423193725712,nan,nan,1.5184768294858029,nan,nan,1.2404385332212717,Weather,1,24

 binance_btcusdt_1h_close/1h/short,ARIMA,1.2814899105689481,4.792966359732972,nan,nan,0.01765942321073851,nan,nan,1.132029112067772,nan,nan,2.0423224561647157,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,ARIMA,0.459657391080611,1.4186819575230558,nan,nan,0.015254467601366208,nan,nan,0.6779803766191254,nan,nan,1.0911009757378656,Finance,1,24
 data_gov_sg_sgx_equities_turnover_monthly_turnover_value_million_sgd/1mo/short,ARIMA,27197.688534080287,28885.073828115153,130.26006235500384,1.3733941545973163,0.6111556523811462,1.024494621436719,15.484310582150973,164.91721721542686,1.0152918018145418,0.8019294507021014,0.723321704945088,Finance,1,12
+data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,ARIMA,4.407835548068247e-15,1.12132504091072e-14,nan,nan,nan,nan,nan,6.639153220154094e-08,nan,nan,2.543803079815313e-07,Climate,1,36
 data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,ARIMA,9.578202015526527e-15,9.143141084502762e-15,nan,nan,nan,nan,nan,9.786828912128038e-08,nan,nan,2.502171382189061e-07,Transportation,1,12
 nasa_power_shanghai_hourly_T2M/1h/short,ARIMA,2.056925758158167,2.1513339170576207,nan,nan,0.08313762419760717,nan,nan,1.4341986466867715,nan,nan,1.1091462251330082,Weather,1,24
 noaa_coops_sf_water_level_water_level/6min/short,ARIMA,1.8083467863892388,1.8079982355384892,nan,nan,1.8344389159135426,nan,nan,1.3447478523460221,nan,nan,1.030819601529486,Ocean,1,60
+noaa_ndbc_46013_realtime_wave_height/10min/short,ARIMA,0.31931708197508357,0.32202101361068647,nan,nan,0.06517417837115333,nan,nan,0.5650814825979379,nan,nan,0.3942476088227878,Ocean,1,72
 nws_ksfo_observations_temperature/1h/short,ARIMA,0.33228586127163234,0.22104454915678584,0.36362891565490346,0.26312846157942765,0.022250183536134175,0.02191393413024315,2.960766211760618,0.5764424180016876,0.03447450399419848,0.021747057665548703,0.019463503681897795,Weather,1,24
 open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,ARIMA,0.02045968038051262,0.019237349597677596,nan,nan,0.20808709764662048,nan,nan,0.14303733911294847,nan,nan,0.08921582967146684,Air Quality,1,24
 open_meteo_shanghai_hourly_temperature_2m/1h/short,ARIMA,2.3057718816852564,2.2153411608014966,nan,nan,0.1529423193725712,nan,nan,1.5184768294858029,nan,nan,1.2404385332212717,Weather,1,24

results/arima/online_meta.json CHANGED Viewed

@@ -4,24 +4,24 @@
     "admitted_at": "2026-06-01T00:00:00Z",
     "evaluation_protocol": "issue-now-score-later",
     "metric_version": "livehouse-canonical-v1",
-    "evaluated_at": "2026-07-30T01:45:46.718627+00:00",
     "resolved_tasks": [
         {
-            "dataset": "usgs_potomac_iv_usgs_00060/15min/short",
-            "task_id": "future-4c0ce7f41f031ea6806f",
-            "issued_at": "2026-07-29T14:04:15.719867+00:00",
-            "resolved_at": "2026-07-30T00:10:41.415799+00:00",
-            "target_end": "2026-07-29T19:55:00+00:00",
-            "prediction_length": 24,
             "metric_version": "livehouse-canonical-v1"
         },
         {
-            "dataset": "noaa_coops_sf_water_level_water_level/6min/short",
-            "task_id": "future-953b836090f5bec1d436",
-            "issued_at": "2026-07-29T13:01:35.244539+00:00",
-            "resolved_at": "2026-07-30T00:10:41.968917+00:00",
-            "target_end": "2026-07-29T18:48:00+00:00",
-            "prediction_length": 60,
             "metric_version": "livehouse-canonical-v1"
         }
     ]

     "admitted_at": "2026-06-01T00:00:00Z",
     "evaluation_protocol": "issue-now-score-later",
     "metric_version": "livehouse-canonical-v1",
+    "evaluated_at": "2026-07-30T02:17:41.143342+00:00",
     "resolved_tasks": [
         {
+            "dataset": "noaa_ndbc_46013_realtime_wave_height/10min/short",
+            "task_id": "future-dfe459610da03ba6f44a",
+            "issued_at": "2026-07-29T06:12:39.442298+00:00",
+            "resolved_at": "2026-07-30T02:14:10.683407+00:00",
+            "target_end": "2026-07-28T18:10:00+00:00",
+            "prediction_length": 72,
             "metric_version": "livehouse-canonical-v1"
         },
         {
+            "dataset": "data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short",
+            "task_id": "future-ffe889cccb2e303a383a",
+            "issued_at": "2026-07-29T15:33:15.834772+00:00",
+            "resolved_at": "2026-07-30T02:14:11.147036+00:00",
+            "target_end": "2026-07-29T18:15:00+00:00",
+            "prediction_length": 36,
             "metric_version": "livehouse-canonical-v1"
         }
     ]

results/chronos_2/all_results.csv CHANGED Viewed

@@ -2,11 +2,11 @@ dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[0.5]
 binance_btcusdt_1h_close/1h/short,Chronos-2,0.6526260564378586,0.6526260564378586,nan,nan,0.006067757967200621,nan,nan,0.8078527442782246,nan,nan,0.7081438418034445,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,Chronos-2,0.46766119047554405,0.46766119047554405,nan,nan,0.007905167973149461,nan,nan,0.6838575805498862,nan,nan,0.46522569178545187,Finance,1,24
 data_gov_sg_sgx_equities_turnover_monthly_turnover_value_million_sgd/1mo/short,Chronos-2,25067.461899718543,25067.461899718543,121.96686029434204,1.2859549577545721,0.6608019070822674,0.9393767274480805,18.969076544647905,158.32707254199624,0.9747204171363386,0.7508734105557137,0.605299940786381,Finance,1,12
-data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Chronos-2,3.70825127738877e-06,3.70825127738877e-06,nan,nan,nan,nan,nan,0.001925682029149353,nan,nan,0.001414530876228985,Climate,1,36
 data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Chronos-2,1.7296862743653321e-18,1.7296862743653321e-18,nan,nan,nan,nan,nan,1.3151753777977035e-09,nan,nan,2.356162747109682e-09,Transportation,1,12
 nasa_power_shanghai_hourly_T2M/1h/short,Chronos-2,0.015361654568983274,0.015361654568983274,nan,nan,0.008723225646655898,nan,nan,0.123942142021926,nan,nan,0.12329415034084243,Weather,1,24
 noaa_coops_sf_water_level_water_level/6min/short,Chronos-2,0.04672418161543038,0.04672418161543038,nan,nan,1.3030546051837704,nan,nan,0.21615777019443547,nan,nan,0.1537452714103554,Ocean,1,60
-noaa_ndbc_46013_realtime_wave_height/10min/short,Chronos-2,3.9382970578426475,3.9382970578426475,nan,nan,0.16517416792315232,nan,nan,1.9845143128339104,nan,nan,1.4601179956324464,Ocean,1,72
 nws_ksfo_observations_temperature/1h/short,Chronos-2,0.22763978935275495,0.22763978935275495,0.4551292260487874,0.3293397414624391,0.02734639793034648,0.02740698654518156,1.2449814398684094,0.4771161172636646,0.02853423165374086,0.027219291695583462,0.02293888289302154,Weather,1,24
 open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Chronos-2,0.0037489284079876783,0.0037489284079876783,nan,nan,0.06560799088078327,nan,nan,0.06122849343228754,nan,nan,0.05287626968337843,Air Quality,1,24
 open_meteo_shanghai_hourly_temperature_2m/1h/short,Chronos-2,0.08239229880541123,0.08239229880541123,nan,nan,0.01907202589681314,nan,nan,0.2870405873834069,nan,nan,0.17328677007573137,Weather,1,24

 binance_btcusdt_1h_close/1h/short,Chronos-2,0.6526260564378586,0.6526260564378586,nan,nan,0.006067757967200621,nan,nan,0.8078527442782246,nan,nan,0.7081438418034445,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,Chronos-2,0.46766119047554405,0.46766119047554405,nan,nan,0.007905167973149461,nan,nan,0.6838575805498862,nan,nan,0.46522569178545187,Finance,1,24
 data_gov_sg_sgx_equities_turnover_monthly_turnover_value_million_sgd/1mo/short,Chronos-2,25067.461899718543,25067.461899718543,121.96686029434204,1.2859549577545721,0.6608019070822674,0.9393767274480805,18.969076544647905,158.32707254199624,0.9747204171363386,0.7508734105557137,0.605299940786381,Finance,1,12
+data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Chronos-2,1.6284716271939715e-18,1.6284716271939715e-18,nan,nan,nan,nan,nan,1.2761158361191085e-09,nan,nan,1.8284365387902989e-09,Climate,1,36
 data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Chronos-2,1.7296862743653321e-18,1.7296862743653321e-18,nan,nan,nan,nan,nan,1.3151753777977035e-09,nan,nan,2.356162747109682e-09,Transportation,1,12
 nasa_power_shanghai_hourly_T2M/1h/short,Chronos-2,0.015361654568983274,0.015361654568983274,nan,nan,0.008723225646655898,nan,nan,0.123942142021926,nan,nan,0.12329415034084243,Weather,1,24
 noaa_coops_sf_water_level_water_level/6min/short,Chronos-2,0.04672418161543038,0.04672418161543038,nan,nan,1.3030546051837704,nan,nan,0.21615777019443547,nan,nan,0.1537452714103554,Ocean,1,60
+noaa_ndbc_46013_realtime_wave_height/10min/short,Chronos-2,0.3950937835786022,0.3950937835786022,nan,nan,0.06987220762851014,nan,nan,0.6285648602798299,nan,nan,0.624292098176012,Ocean,1,72
 nws_ksfo_observations_temperature/1h/short,Chronos-2,0.22763978935275495,0.22763978935275495,0.4551292260487874,0.3293397414624391,0.02734639793034648,0.02740698654518156,1.2449814398684094,0.4771161172636646,0.02853423165374086,0.027219291695583462,0.02293888289302154,Weather,1,24
 open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Chronos-2,0.0037489284079876783,0.0037489284079876783,nan,nan,0.06560799088078327,nan,nan,0.06122849343228754,nan,nan,0.05287626968337843,Air Quality,1,24
 open_meteo_shanghai_hourly_temperature_2m/1h/short,Chronos-2,0.08239229880541123,0.08239229880541123,nan,nan,0.01907202589681314,nan,nan,0.2870405873834069,nan,nan,0.17328677007573137,Weather,1,24

results/chronos_2/online_meta.json CHANGED Viewed

@@ -4,24 +4,24 @@
     "admitted_at": "2026-06-01T00:00:00Z",
     "evaluation_protocol": "issue-now-score-later",
     "metric_version": "livehouse-canonical-v1",
-    "evaluated_at": "2026-07-30T01:45:46.635656+00:00",
     "resolved_tasks": [
         {
-            "dataset": "usgs_potomac_iv_usgs_00060/15min/short",
-            "task_id": "future-4c0ce7f41f031ea6806f",
-            "issued_at": "2026-07-29T14:04:15.719867+00:00",
-            "resolved_at": "2026-07-30T00:10:41.496267+00:00",
-            "target_end": "2026-07-29T19:55:00+00:00",
-            "prediction_length": 24,
             "metric_version": "livehouse-canonical-v1"
         },
         {
-            "dataset": "noaa_coops_sf_water_level_water_level/6min/short",
-            "task_id": "future-953b836090f5bec1d436",
-            "issued_at": "2026-07-29T13:01:35.244539+00:00",
-            "resolved_at": "2026-07-30T00:10:42.030706+00:00",
-            "target_end": "2026-07-29T18:48:00+00:00",
-            "prediction_length": 60,
             "metric_version": "livehouse-canonical-v1"
         }
     ]

     "admitted_at": "2026-06-01T00:00:00Z",
     "evaluation_protocol": "issue-now-score-later",
     "metric_version": "livehouse-canonical-v1",
+    "evaluated_at": "2026-07-30T02:17:41.015089+00:00",
     "resolved_tasks": [
         {
+            "dataset": "noaa_ndbc_46013_realtime_wave_height/10min/short",
+            "task_id": "future-dfe459610da03ba6f44a",
+            "issued_at": "2026-07-29T06:12:39.442298+00:00",
+            "resolved_at": "2026-07-30T02:14:10.727334+00:00",
+            "target_end": "2026-07-28T18:10:00+00:00",
+            "prediction_length": 72,
             "metric_version": "livehouse-canonical-v1"
         },
         {
+            "dataset": "data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short",
+            "task_id": "future-ffe889cccb2e303a383a",
+            "issued_at": "2026-07-29T15:33:15.834772+00:00",
+            "resolved_at": "2026-07-30T02:14:11.190524+00:00",
+            "target_end": "2026-07-29T18:15:00+00:00",
+            "prediction_length": 36,
             "metric_version": "livehouse-canonical-v1"
         }
     ]

results/chronos_bolt/all_results.csv CHANGED Viewed

@@ -2,11 +2,11 @@ dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[0.5]
 binance_btcusdt_1h_close/1h/short,Chronos-Bolt,0.7853026727817074,0.7853026727817074,nan,nan,0.006557460871799693,nan,nan,0.8861730490043733,nan,nan,0.718173819419224,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,Chronos-Bolt,0.18688054976150958,0.18688054976150958,nan,nan,0.0051711825704424995,nan,nan,0.4322968306170074,nan,nan,0.4058204324653165,Finance,1,24
 data_gov_sg_sgx_equities_turnover_monthly_turnover_value_million_sgd/1mo/short,Chronos-Bolt,24494.29886562596,24494.29886562596,120.14190149307251,1.2667135440416435,0.6356253615465683,0.9144911966348365,18.167880022797153,156.5065457596773,0.9635125763281969,0.7396382845884965,0.5956771935646294,Finance,1,12
-data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Chronos-Bolt,4.77004122852226e-06,4.77004122852226e-06,nan,nan,nan,nan,nan,0.0021840424053855413,nan,nan,0.003901410075647271,Climate,1,36
 data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Chronos-Bolt,1.0941039077622847e-12,1.0941039077622847e-12,nan,nan,nan,nan,nan,1.0459942197556757e-06,nan,nan,3.2148618499168906e-06,Transportation,1,12
 nasa_power_shanghai_hourly_T2M/1h/short,Chronos-Bolt,0.007747186746338719,0.007747186746338719,nan,nan,0.005542264374300185,nan,nan,0.08801810465091099,nan,nan,0.11419808179354105,Weather,1,24
 noaa_coops_sf_water_level_water_level/6min/short,Chronos-Bolt,1.2296511572905482,1.2296511572905482,nan,nan,2.4009125383799854,nan,nan,1.108896369049222,nan,nan,0.7076999953518223,Ocean,1,60
-noaa_ndbc_46013_realtime_wave_height/10min/short,Chronos-Bolt,1.2266022106323384,1.2266022106323384,nan,nan,0.09281710452401554,nan,nan,1.10752074952677,nan,nan,0.9979346106745509,Ocean,1,72
 nws_ksfo_observations_temperature/1h/short,Chronos-Bolt,0.3455539255669464,0.3455539255669464,0.35915493965148926,0.2598910116071078,0.022263105377559073,0.021625170449781378,1.7395006304410234,0.5878383498606963,0.035156044918533885,0.021479488696328264,0.02138024583258913,Weather,1,24
 open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Chronos-Bolt,0.00419137205285544,0.00419137205285544,nan,nan,0.08074813595028014,nan,nan,0.0647408067053187,nan,nan,0.06697350033137703,Air Quality,1,24
 open_meteo_shanghai_hourly_temperature_2m/1h/short,Chronos-Bolt,0.09358705000746577,0.09358705000746577,nan,nan,0.02117007539002454,nan,nan,0.3059200058960933,nan,nan,0.19741241176071106,Weather,1,24

 binance_btcusdt_1h_close/1h/short,Chronos-Bolt,0.7853026727817074,0.7853026727817074,nan,nan,0.006557460871799693,nan,nan,0.8861730490043733,nan,nan,0.718173819419224,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,Chronos-Bolt,0.18688054976150958,0.18688054976150958,nan,nan,0.0051711825704424995,nan,nan,0.4322968306170074,nan,nan,0.4058204324653165,Finance,1,24
 data_gov_sg_sgx_equities_turnover_monthly_turnover_value_million_sgd/1mo/short,Chronos-Bolt,24494.29886562596,24494.29886562596,120.14190149307251,1.2667135440416435,0.6356253615465683,0.9144911966348365,18.167880022797153,156.5065457596773,0.9635125763281969,0.7396382845884965,0.5956771935646294,Finance,1,12
+data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Chronos-Bolt,3.2825236033380433e-15,3.2825236033380433e-15,nan,nan,nan,nan,nan,5.729331202974779e-08,nan,nan,6.615357107869962e-08,Climate,1,36
 data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Chronos-Bolt,1.0941039077622847e-12,1.0941039077622847e-12,nan,nan,nan,nan,nan,1.0459942197556757e-06,nan,nan,3.2148618499168906e-06,Transportation,1,12
 nasa_power_shanghai_hourly_T2M/1h/short,Chronos-Bolt,0.007747186746338719,0.007747186746338719,nan,nan,0.005542264374300185,nan,nan,0.08801810465091099,nan,nan,0.11419808179354105,Weather,1,24
 noaa_coops_sf_water_level_water_level/6min/short,Chronos-Bolt,1.2296511572905482,1.2296511572905482,nan,nan,2.4009125383799854,nan,nan,1.108896369049222,nan,nan,0.7076999953518223,Ocean,1,60
+noaa_ndbc_46013_realtime_wave_height/10min/short,Chronos-Bolt,0.3114524600462512,0.3114524600462512,nan,nan,0.06313480148614575,nan,nan,0.5580792596453045,nan,nan,0.6244183838597281,Ocean,1,72
 nws_ksfo_observations_temperature/1h/short,Chronos-Bolt,0.3455539255669464,0.3455539255669464,0.35915493965148926,0.2598910116071078,0.022263105377559073,0.021625170449781378,1.7395006304410234,0.5878383498606963,0.035156044918533885,0.021479488696328264,0.02138024583258913,Weather,1,24
 open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Chronos-Bolt,0.00419137205285544,0.00419137205285544,nan,nan,0.08074813595028014,nan,nan,0.0647408067053187,nan,nan,0.06697350033137703,Air Quality,1,24
 open_meteo_shanghai_hourly_temperature_2m/1h/short,Chronos-Bolt,0.09358705000746577,0.09358705000746577,nan,nan,0.02117007539002454,nan,nan,0.3059200058960933,nan,nan,0.19741241176071106,Weather,1,24

results/chronos_bolt/online_meta.json CHANGED Viewed

@@ -4,24 +4,24 @@
     "admitted_at": "2026-06-01T00:00:00Z",
     "evaluation_protocol": "issue-now-score-later",
     "metric_version": "livehouse-canonical-v1",
-    "evaluated_at": "2026-07-30T01:45:46.663027+00:00",
     "resolved_tasks": [
         {
-            "dataset": "usgs_potomac_iv_usgs_00060/15min/short",
-            "task_id": "future-4c0ce7f41f031ea6806f",
-            "issued_at": "2026-07-29T14:04:15.719867+00:00",
-            "resolved_at": "2026-07-30T00:10:41.526270+00:00",
-            "target_end": "2026-07-29T19:55:00+00:00",
-            "prediction_length": 24,
             "metric_version": "livehouse-canonical-v1"
         },
         {
-            "dataset": "noaa_coops_sf_water_level_water_level/6min/short",
-            "task_id": "future-953b836090f5bec1d436",
-            "issued_at": "2026-07-29T13:01:35.244539+00:00",
-            "resolved_at": "2026-07-30T00:10:42.052586+00:00",
-            "target_end": "2026-07-29T18:48:00+00:00",
-            "prediction_length": 60,
             "metric_version": "livehouse-canonical-v1"
         }
     ]

     "admitted_at": "2026-06-01T00:00:00Z",
     "evaluation_protocol": "issue-now-score-later",
     "metric_version": "livehouse-canonical-v1",
+    "evaluated_at": "2026-07-30T02:17:41.054874+00:00",
     "resolved_tasks": [
         {
+            "dataset": "noaa_ndbc_46013_realtime_wave_height/10min/short",
+            "task_id": "future-dfe459610da03ba6f44a",
+            "issued_at": "2026-07-29T06:12:39.442298+00:00",
+            "resolved_at": "2026-07-30T02:14:10.768972+00:00",
+            "target_end": "2026-07-28T18:10:00+00:00",
+            "prediction_length": 72,
             "metric_version": "livehouse-canonical-v1"
         },
         {
+            "dataset": "data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short",
+            "task_id": "future-ffe889cccb2e303a383a",
+            "issued_at": "2026-07-29T15:33:15.834772+00:00",
+            "resolved_at": "2026-07-30T02:14:11.213578+00:00",
+            "target_end": "2026-07-29T18:15:00+00:00",
+            "prediction_length": 36,
             "metric_version": "livehouse-canonical-v1"
         }
     ]

results/dataset_eval_intervals.json CHANGED Viewed

@@ -6,6 +6,7 @@
     "nasa_power_shanghai_hourly_T2M": 3600,
     "noaa_coops_sf_water_level_water_level": 360,
     "noaa_ndbc_46013_realtime_wave_height": 600,
     "open_meteo_shanghai_air_quality_hourly_pm2_5": 3600,
     "open_meteo_shanghai_hourly_temperature_2m": 3600,
     "usgs_earthquake_all_week_hourly_earthquake_count": 3600,

     "nasa_power_shanghai_hourly_T2M": 3600,
     "noaa_coops_sf_water_level_water_level": 360,
     "noaa_ndbc_46013_realtime_wave_height": 600,
+    "nws_ksfo_observations_temperature": 3600,
     "open_meteo_shanghai_air_quality_hourly_pm2_5": 3600,
     "open_meteo_shanghai_hourly_temperature_2m": 3600,
     "usgs_earthquake_all_week_hourly_earthquake_count": 3600,

results/ets/all_results.csv CHANGED Viewed

@@ -2,11 +2,11 @@ dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[0.5]
 binance_btcusdt_1h_close/1h/short,ETS,16.385833623376048,16.259972381204673,nan,nan,0.029469640004273226,nan,nan,4.047941899703607,nan,nan,3.480467589602686,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,ETS,0.6408955093300958,0.6313675673407003,nan,nan,0.009101007451294283,nan,nan,0.8005594976827742,nan,nan,0.6303599235318722,Finance,1,24
 data_gov_sg_sgx_equities_turnover_monthly_turnover_value_million_sgd/1mo/short,ETS,27619.336324418462,28734.51642651467,129.964918000045,1.370282306464171,0.618770085277974,1.0227875260688906,19.0701060641571,166.19066256687967,1.0231316056095572,0.8001124321457544,0.7242860136139402,Finance,1,12
-data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,ETS,0.0026802438838860335,0.002121961524685192,nan,nan,nan,nan,nan,0.051771071882722626,nan,nan,0.04606475360487425,Climate,1,36
 data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,ETS,9.578202015526527e-15,9.143141084502762e-15,nan,nan,nan,nan,nan,9.786828912128038e-08,nan,nan,2.502171382189061e-07,Transportation,1,12
 nasa_power_shanghai_hourly_T2M/1h/short,ETS,4.8069505695355,4.947085739068471,nan,nan,0.13710890638084808,nan,nan,2.1924758994195352,nan,nan,1.7423306524599145,Weather,1,24
 noaa_coops_sf_water_level_water_level/6min/short,ETS,2.0883675787350167,2.075155675786682,nan,nan,2.024677515512735,nan,nan,1.445118534492938,nan,nan,1.0984373621700074,Ocean,1,60
-noaa_ndbc_46013_realtime_wave_height/10min/short,ETS,1.0431644629257253,1.0394351749222903,nan,nan,0.08506494239758518,nan,nan,1.0213542298956446,nan,nan,0.7531074565522093,Ocean,1,72
 nws_ksfo_observations_temperature/1h/short,ETS,7.485363061070757,7.069546909402846,2.3835086205114373,1.7247499565509898,0.14388404150048517,0.1583681265446001,69.43260805973387,2.7359391552208825,0.1636245744397495,0.1425472430409996,0.1432604803385527,Weather,1,24
 open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,ETS,0.16928287852569265,0.1661721062537792,nan,nan,0.6211606090145564,nan,nan,0.4114400059859185,nan,nan,0.3009604198384119,Air Quality,1,24
 open_meteo_shanghai_hourly_temperature_2m/1h/short,ETS,10.53679574745763,10.419470317953445,nan,nan,0.34442110948493526,nan,nan,3.246043090819595,nan,nan,2.958826835448635,Weather,1,24

 binance_btcusdt_1h_close/1h/short,ETS,16.385833623376048,16.259972381204673,nan,nan,0.029469640004273226,nan,nan,4.047941899703607,nan,nan,3.480467589602686,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,ETS,0.6408955093300958,0.6313675673407003,nan,nan,0.009101007451294283,nan,nan,0.8005594976827742,nan,nan,0.6303599235318722,Finance,1,24
 data_gov_sg_sgx_equities_turnover_monthly_turnover_value_million_sgd/1mo/short,ETS,27619.336324418462,28734.51642651467,129.964918000045,1.370282306464171,0.618770085277974,1.0227875260688906,19.0701060641571,166.19066256687967,1.0231316056095572,0.8001124321457544,0.7242860136139402,Finance,1,12
+data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,ETS,4.407835548068247e-15,1.12132504091072e-14,nan,nan,nan,nan,nan,6.639153220154094e-08,nan,nan,2.543803079815313e-07,Climate,1,36
 data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,ETS,9.578202015526527e-15,9.143141084502762e-15,nan,nan,nan,nan,nan,9.786828912128038e-08,nan,nan,2.502171382189061e-07,Transportation,1,12
 nasa_power_shanghai_hourly_T2M/1h/short,ETS,4.8069505695355,4.947085739068471,nan,nan,0.13710890638084808,nan,nan,2.1924758994195352,nan,nan,1.7423306524599145,Weather,1,24
 noaa_coops_sf_water_level_water_level/6min/short,ETS,2.0883675787350167,2.075155675786682,nan,nan,2.024677515512735,nan,nan,1.445118534492938,nan,nan,1.0984373621700074,Ocean,1,60
+noaa_ndbc_46013_realtime_wave_height/10min/short,ETS,0.28883630249172526,0.28765903012559746,nan,nan,0.06119909825726815,nan,nan,0.5374349286115718,nan,nan,0.37732860247663336,Ocean,1,72
 nws_ksfo_observations_temperature/1h/short,ETS,7.485363061070757,7.069546909402846,2.3835086205114373,1.7247499565509898,0.14388404150048517,0.1583681265446001,69.43260805973387,2.7359391552208825,0.1636245744397495,0.1425472430409996,0.1432604803385527,Weather,1,24
 open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,ETS,0.16928287852569265,0.1661721062537792,nan,nan,0.6211606090145564,nan,nan,0.4114400059859185,nan,nan,0.3009604198384119,Air Quality,1,24
 open_meteo_shanghai_hourly_temperature_2m/1h/short,ETS,10.53679574745763,10.419470317953445,nan,nan,0.34442110948493526,nan,nan,3.246043090819595,nan,nan,2.958826835448635,Weather,1,24

results/ets/online_meta.json CHANGED Viewed

@@ -4,24 +4,24 @@
     "admitted_at": "2026-06-01T00:00:00Z",
     "evaluation_protocol": "issue-now-score-later",
     "metric_version": "livehouse-canonical-v1",
-    "evaluated_at": "2026-07-30T01:45:46.699252+00:00",
     "resolved_tasks": [
         {
-            "dataset": "usgs_potomac_iv_usgs_00060/15min/short",
-            "task_id": "future-4c0ce7f41f031ea6806f",
-            "issued_at": "2026-07-29T14:04:15.719867+00:00",
-            "resolved_at": "2026-07-30T00:10:41.564893+00:00",
-            "target_end": "2026-07-29T19:55:00+00:00",
-            "prediction_length": 24,
             "metric_version": "livehouse-canonical-v1"
         },
         {
-            "dataset": "noaa_coops_sf_water_level_water_level/6min/short",
-            "task_id": "future-953b836090f5bec1d436",
-            "issued_at": "2026-07-29T13:01:35.244539+00:00",
-            "resolved_at": "2026-07-30T00:10:42.093814+00:00",
-            "target_end": "2026-07-29T18:48:00+00:00",
-            "prediction_length": 60,
             "metric_version": "livehouse-canonical-v1"
         }
     ]

     "admitted_at": "2026-06-01T00:00:00Z",
     "evaluation_protocol": "issue-now-score-later",
     "metric_version": "livehouse-canonical-v1",
+    "evaluated_at": "2026-07-30T02:17:41.126717+00:00",
     "resolved_tasks": [
         {
+            "dataset": "noaa_ndbc_46013_realtime_wave_height/10min/short",
+            "task_id": "future-dfe459610da03ba6f44a",
+            "issued_at": "2026-07-29T06:12:39.442298+00:00",
+            "resolved_at": "2026-07-30T02:14:10.791662+00:00",
+            "target_end": "2026-07-28T18:10:00+00:00",
+            "prediction_length": 72,
             "metric_version": "livehouse-canonical-v1"
         },
         {
+            "dataset": "data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short",
+            "task_id": "future-ffe889cccb2e303a383a",
+            "issued_at": "2026-07-29T15:33:15.834772+00:00",
+            "resolved_at": "2026-07-30T02:14:11.230416+00:00",
+            "target_end": "2026-07-29T18:15:00+00:00",
+            "prediction_length": 36,
             "metric_version": "livehouse-canonical-v1"
         }
     ]

results/moirai_2_0/all_results.csv CHANGED Viewed

@@ -2,11 +2,11 @@ dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[0.5]
 binance_btcusdt_1h_close/1h/short,Moirai-2.0,0.6207704342179979,0.6207704342179979,nan,nan,0.005896980776234927,nan,nan,0.787889861730685,nan,nan,0.7416557038435344,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,Moirai-2.0,0.21278374675130304,0.21278374675130304,nan,nan,0.005280194356236305,nan,nan,0.461284886757959,nan,nan,0.3795351078211372,Finance,1,24
 data_gov_sg_sgx_equities_turnover_monthly_turnover_value_million_sgd/1mo/short,Moirai-2.0,20775.499102946527,20775.499102946527,107.845894018809,1.137070854757381,0.5779948164087865,0.7687864471222213,13.629300063640835,144.13708441253598,0.8873615660779484,0.6639394837327767,0.5370367497191665,Finance,1,12
-data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Moirai-2.0,4.049423901709509e-06,4.049423901709509e-06,nan,nan,nan,nan,nan,0.0020123180418883863,nan,nan,0.0012903374134837417,Climate,1,36
 data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Moirai-2.0,1.2167879962794955e-13,1.2167879962794955e-13,nan,nan,nan,nan,nan,3.488248839001449e-07,nan,nan,4.100515180343539e-07,Transportation,1,12
 nasa_power_shanghai_hourly_T2M/1h/short,Moirai-2.0,0.0045942536419829915,0.0045942536419829915,nan,nan,0.00426486323216604,nan,nan,0.06778092387968013,nan,nan,0.08961858750636059,Weather,1,24
 noaa_coops_sf_water_level_water_level/6min/short,Moirai-2.0,0.1294407353392129,0.1294407353392129,nan,nan,2.002429854130844,nan,nan,0.35977873108233194,nan,nan,0.2795894025207334,Ocean,1,60
-noaa_ndbc_46013_realtime_wave_height/10min/short,Moirai-2.0,5.244010024501726,5.244010024501726,nan,nan,0.1852958706942355,nan,nan,2.2899803546104334,nan,nan,1.59406995123916,Ocean,1,72
 nws_ksfo_observations_temperature/1h/short,Moirai-2.0,0.14372890600255536,0.14372890600255536,0.31227461496988934,0.22596756058122644,0.019022853516839414,0.018851775659897613,1.4879776077653897,0.3791159532419539,0.02267326975973139,0.018675781179300244,0.020424282056145146,Weather,1,24
 open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Moirai-2.0,0.024439628319259513,0.024439628319259513,nan,nan,0.24062319629739962,nan,nan,0.15633178921530808,nan,nan,0.12277772666227649,Air Quality,1,24
 open_meteo_shanghai_hourly_temperature_2m/1h/short,Moirai-2.0,0.057119923350251844,0.057119923350251844,nan,nan,0.018291518709646955,nan,nan,0.23899774758405537,nan,nan,0.17068982530364146,Weather,1,24

 binance_btcusdt_1h_close/1h/short,Moirai-2.0,0.6207704342179979,0.6207704342179979,nan,nan,0.005896980776234927,nan,nan,0.787889861730685,nan,nan,0.7416557038435344,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,Moirai-2.0,0.21278374675130304,0.21278374675130304,nan,nan,0.005280194356236305,nan,nan,0.461284886757959,nan,nan,0.3795351078211372,Finance,1,24
 data_gov_sg_sgx_equities_turnover_monthly_turnover_value_million_sgd/1mo/short,Moirai-2.0,20775.499102946527,20775.499102946527,107.845894018809,1.137070854757381,0.5779948164087865,0.7687864471222213,13.629300063640835,144.13708441253598,0.8873615660779484,0.6639394837327767,0.5370367497191665,Finance,1,12
+data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Moirai-2.0,7.853649481634599e-14,7.853649481634599e-14,nan,nan,nan,nan,nan,2.8024363474724275e-07,nan,nan,3.428585403043706e-07,Climate,1,36
 data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Moirai-2.0,1.2167879962794955e-13,1.2167879962794955e-13,nan,nan,nan,nan,nan,3.488248839001449e-07,nan,nan,4.100515180343539e-07,Transportation,1,12
 nasa_power_shanghai_hourly_T2M/1h/short,Moirai-2.0,0.0045942536419829915,0.0045942536419829915,nan,nan,0.00426486323216604,nan,nan,0.06778092387968013,nan,nan,0.08961858750636059,Weather,1,24
 noaa_coops_sf_water_level_water_level/6min/short,Moirai-2.0,0.1294407353392129,0.1294407353392129,nan,nan,2.002429854130844,nan,nan,0.35977873108233194,nan,nan,0.2795894025207334,Ocean,1,60
+noaa_ndbc_46013_realtime_wave_height/10min/short,Moirai-2.0,0.3279932792704645,0.3279932792704645,nan,nan,0.06516543802803737,nan,nan,0.5727069750496012,nan,nan,0.48355204077362557,Ocean,1,72
 nws_ksfo_observations_temperature/1h/short,Moirai-2.0,0.14372890600255536,0.14372890600255536,0.31227461496988934,0.22596756058122644,0.019022853516839414,0.018851775659897613,1.4879776077653897,0.3791159532419539,0.02267326975973139,0.018675781179300244,0.020424282056145146,Weather,1,24
 open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Moirai-2.0,0.024439628319259513,0.024439628319259513,nan,nan,0.24062319629739962,nan,nan,0.15633178921530808,nan,nan,0.12277772666227649,Air Quality,1,24
 open_meteo_shanghai_hourly_temperature_2m/1h/short,Moirai-2.0,0.057119923350251844,0.057119923350251844,nan,nan,0.018291518709646955,nan,nan,0.23899774758405537,nan,nan,0.17068982530364146,Weather,1,24

results/moirai_2_0/online_meta.json CHANGED Viewed

@@ -4,24 +4,24 @@
     "admitted_at": "2026-06-01T00:00:00Z",
     "evaluation_protocol": "issue-now-score-later",
     "metric_version": "livehouse-canonical-v1",
-    "evaluated_at": "2026-07-30T01:45:46.655363+00:00",
     "resolved_tasks": [
         {
-            "dataset": "usgs_potomac_iv_usgs_00060/15min/short",
-            "task_id": "future-4c0ce7f41f031ea6806f",
-            "issued_at": "2026-07-29T14:04:15.719867+00:00",
-            "resolved_at": "2026-07-30T00:10:41.612243+00:00",
-            "target_end": "2026-07-29T19:55:00+00:00",
-            "prediction_length": 24,
             "metric_version": "livehouse-canonical-v1"
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         {
-            "dataset": "noaa_coops_sf_water_level_water_level/6min/short",
-            "task_id": "future-953b836090f5bec1d436",
-            "issued_at": "2026-07-29T13:01:35.244539+00:00",
-            "resolved_at": "2026-07-30T00:10:42.135508+00:00",
-            "target_end": "2026-07-29T18:48:00+00:00",
-            "prediction_length": 60,
             "metric_version": "livehouse-canonical-v1"
         }
     ]

     "admitted_at": "2026-06-01T00:00:00Z",
     "evaluation_protocol": "issue-now-score-later",
     "metric_version": "livehouse-canonical-v1",
+    "evaluated_at": "2026-07-30T02:17:41.048805+00:00",
     "resolved_tasks": [
         {
+            "dataset": "noaa_ndbc_46013_realtime_wave_height/10min/short",
+            "task_id": "future-dfe459610da03ba6f44a",
+            "issued_at": "2026-07-29T06:12:39.442298+00:00",
+            "resolved_at": "2026-07-30T02:14:10.817531+00:00",
+            "target_end": "2026-07-28T18:10:00+00:00",
+            "prediction_length": 72,
             "metric_version": "livehouse-canonical-v1"
         },
         {
+            "dataset": "data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short",
+            "task_id": "future-ffe889cccb2e303a383a",
+            "issued_at": "2026-07-29T15:33:15.834772+00:00",
+            "resolved_at": "2026-07-30T02:14:11.268579+00:00",
+            "target_end": "2026-07-29T18:15:00+00:00",
+            "prediction_length": 36,
             "metric_version": "livehouse-canonical-v1"
         }
     ]

results/moving_average/all_results.csv CHANGED Viewed

@@ -2,11 +2,11 @@ dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[0.5]
 binance_btcusdt_1h_close/1h/short,Moving-Average,4.686247914849095,4.758596699291899,nan,nan,0.01762216138704398,nan,nan,2.1647743334696794,nan,nan,2.047185761049996,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,Moving-Average,0.044791038156368396,0.045366471148876784,nan,nan,0.0024233645276332716,nan,nan,0.21163893346066645,nan,nan,0.13449609782917926,Finance,1,24
 data_gov_sg_sgx_equities_turnover_monthly_turnover_value_million_sgd/1mo/short,Moving-Average,33703.3339872141,34919.977384896825,150.98728679575507,1.5919311979035975,0.862092038435816,1.5500551973378933,23.0273565699048,183.58467797508075,1.130215641726378,0.9295339628591026,0.8356046823445622,Finance,1,12
-data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Moving-Average,0.0026802403488747546,0.002121945027773218,nan,nan,nan,nan,nan,0.05177103774191468,nan,nan,0.046064574542409684,Climate,1,36
 data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Moving-Average,9.578202015526527e-15,9.143141084502762e-15,nan,nan,nan,nan,nan,9.786828912128038e-08,nan,nan,2.502171382189061e-07,Transportation,1,12
 nasa_power_shanghai_hourly_T2M/1h/short,Moving-Average,0.779270814650002,0.781195833839493,nan,nan,0.06174897610054578,nan,nan,0.8827631701934568,nan,nan,0.7153268581157453,Weather,1,24
 noaa_coops_sf_water_level_water_level/6min/short,Moving-Average,0.7859842936117819,0.7809324178176834,nan,nan,3.4760616629521577,nan,nan,0.8865575523403891,nan,nan,0.6916364121636739,Ocean,1,60
-noaa_ndbc_46013_realtime_wave_height/10min/short,Moving-Average,2.2075317664539464,2.219534778769391,nan,nan,0.12072007828755447,nan,nan,1.4857764860348095,nan,nan,1.1825239203387459,Ocean,1,72
 nws_ksfo_observations_temperature/1h/short,Moving-Average,1.493630847038398,1.7000589878686503,1.2217104150537874,0.8840517576268612,0.07388203163275463,0.07085183080330068,7.145487999616988,1.2221419095335853,0.07309097114634891,0.07306516534562585,0.06611845332434199,Weather,1,24
 open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Moving-Average,0.017592394996139626,0.017757762875058855,nan,nan,0.19073450076847395,nan,nan,0.13263632608052603,nan,nan,0.08738073769458328,Air Quality,1,24
 open_meteo_shanghai_hourly_temperature_2m/1h/short,Moving-Average,0.8158187766968096,0.8222007878709338,nan,nan,0.07881611629511302,nan,nan,0.9032268688966297,nan,nan,0.6566908951846495,Weather,1,24

 binance_btcusdt_1h_close/1h/short,Moving-Average,4.686247914849095,4.758596699291899,nan,nan,0.01762216138704398,nan,nan,2.1647743334696794,nan,nan,2.047185761049996,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,Moving-Average,0.044791038156368396,0.045366471148876784,nan,nan,0.0024233645276332716,nan,nan,0.21163893346066645,nan,nan,0.13449609782917926,Finance,1,24
 data_gov_sg_sgx_equities_turnover_monthly_turnover_value_million_sgd/1mo/short,Moving-Average,33703.3339872141,34919.977384896825,150.98728679575507,1.5919311979035975,0.862092038435816,1.5500551973378933,23.0273565699048,183.58467797508075,1.130215641726378,0.9295339628591026,0.8356046823445622,Finance,1,12
+data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Moving-Average,4.407835548068247e-15,1.12132504091072e-14,nan,nan,nan,nan,nan,6.639153220154094e-08,nan,nan,2.543803079815313e-07,Climate,1,36
 data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Moving-Average,9.578202015526527e-15,9.143141084502762e-15,nan,nan,nan,nan,nan,9.786828912128038e-08,nan,nan,2.502171382189061e-07,Transportation,1,12
 nasa_power_shanghai_hourly_T2M/1h/short,Moving-Average,0.779270814650002,0.781195833839493,nan,nan,0.06174897610054578,nan,nan,0.8827631701934568,nan,nan,0.7153268581157453,Weather,1,24
 noaa_coops_sf_water_level_water_level/6min/short,Moving-Average,0.7859842936117819,0.7809324178176834,nan,nan,3.4760616629521577,nan,nan,0.8865575523403891,nan,nan,0.6916364121636739,Ocean,1,60
+noaa_ndbc_46013_realtime_wave_height/10min/short,Moving-Average,0.5563264571525484,0.5479482402316936,nan,nan,0.08273996954291982,nan,nan,0.7458729497391284,nan,nan,0.517704731180298,Ocean,1,72
 nws_ksfo_observations_temperature/1h/short,Moving-Average,1.493630847038398,1.7000589878686503,1.2217104150537874,0.8840517576268612,0.07388203163275463,0.07085183080330068,7.145487999616988,1.2221419095335853,0.07309097114634891,0.07306516534562585,0.06611845332434199,Weather,1,24
 open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Moving-Average,0.017592394996139626,0.017757762875058855,nan,nan,0.19073450076847395,nan,nan,0.13263632608052603,nan,nan,0.08738073769458328,Air Quality,1,24
 open_meteo_shanghai_hourly_temperature_2m/1h/short,Moving-Average,0.8158187766968096,0.8222007878709338,nan,nan,0.07881611629511302,nan,nan,0.9032268688966297,nan,nan,0.6566908951846495,Weather,1,24

results/moving_average/online_meta.json CHANGED Viewed

@@ -4,24 +4,24 @@
     "admitted_at": "2026-06-01T00:00:00Z",
     "evaluation_protocol": "issue-now-score-later",
     "metric_version": "livehouse-canonical-v1",
-    "evaluated_at": "2026-07-30T01:45:46.690871+00:00",
     "resolved_tasks": [
         {
-            "dataset": "usgs_potomac_iv_usgs_00060/15min/short",
-            "task_id": "future-4c0ce7f41f031ea6806f",
-            "issued_at": "2026-07-29T14:04:15.719867+00:00",
-            "resolved_at": "2026-07-30T00:10:41.636667+00:00",
-            "target_end": "2026-07-29T19:55:00+00:00",
-            "prediction_length": 24,
             "metric_version": "livehouse-canonical-v1"
         },
         {
-            "dataset": "noaa_coops_sf_water_level_water_level/6min/short",
-            "task_id": "future-953b836090f5bec1d436",
-            "issued_at": "2026-07-29T13:01:35.244539+00:00",
-            "resolved_at": "2026-07-30T00:10:42.170228+00:00",
-            "target_end": "2026-07-29T18:48:00+00:00",
-            "prediction_length": 60,
             "metric_version": "livehouse-canonical-v1"
         }
     ]

     "admitted_at": "2026-06-01T00:00:00Z",
     "evaluation_protocol": "issue-now-score-later",
     "metric_version": "livehouse-canonical-v1",
+    "evaluated_at": "2026-07-30T02:17:41.119675+00:00",
     "resolved_tasks": [
         {
+            "dataset": "noaa_ndbc_46013_realtime_wave_height/10min/short",
+            "task_id": "future-dfe459610da03ba6f44a",
+            "issued_at": "2026-07-29T06:12:39.442298+00:00",
+            "resolved_at": "2026-07-30T02:14:10.867426+00:00",
+            "target_end": "2026-07-28T18:10:00+00:00",
+            "prediction_length": 72,
             "metric_version": "livehouse-canonical-v1"
         },
         {
+            "dataset": "data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short",
+            "task_id": "future-ffe889cccb2e303a383a",
+            "issued_at": "2026-07-29T15:33:15.834772+00:00",
+            "resolved_at": "2026-07-30T02:14:11.315620+00:00",
+            "target_end": "2026-07-29T18:15:00+00:00",
+            "prediction_length": 36,
             "metric_version": "livehouse-canonical-v1"
         }
     ]

results/online_status.json CHANGED Viewed

@@ -1,23 +1,17 @@
 {
-    "status": "partial",
     "evaluation_protocol": "issue-now-score-later",
     "metric_version": "livehouse-canonical-v1",
-    "started_at": "2026-07-30T00:10:36.808071+00:00",
-    "finished_at": "2026-07-30T01:45:51.293293+00:00",
     "data_source": "ts_bench",
     "data_config": "configs/datasets/ts_bench.yaml",
     "task_count": 4,
     "issued_tasks": 2,
-    "issued_forecasts": 23,
     "resolved_forecasts": 24,
     "pending_tasks": 13,
-    "failed_forecasts": [
-        {
-            "model": "Moirai-2.0",
-            "dataset": "noaa_coops_sf_water_level_water_level/6min/short",
-            "error": "Server error '503 Service Unavailable' for url 'https://api.tsfm.ai/v1/forecast'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/503"
-        }
-    ],
     "models": {
         "Chronos-2": {
             "model": "Chronos-2",
@@ -25,24 +19,24 @@
             "admitted_at": "2026-06-01T00:00:00Z",
             "evaluation_protocol": "issue-now-score-later",
             "metric_version": "livehouse-canonical-v1",
-            "evaluated_at": "2026-07-30T01:45:46.635656+00:00",
             "resolved_tasks": [
                 {
-                    "dataset": "usgs_potomac_iv_usgs_00060/15min/short",
-                    "task_id": "future-4c0ce7f41f031ea6806f",
-                    "issued_at": "2026-07-29T14:04:15.719867+00:00",
-                    "resolved_at": "2026-07-30T00:10:41.496267+00:00",
-                    "target_end": "2026-07-29T19:55:00+00:00",
-                    "prediction_length": 24,
                     "metric_version": "livehouse-canonical-v1"
                 },
                 {
-                    "dataset": "noaa_coops_sf_water_level_water_level/6min/short",
-                    "task_id": "future-953b836090f5bec1d436",
-                    "issued_at": "2026-07-29T13:01:35.244539+00:00",
-                    "resolved_at": "2026-07-30T00:10:42.030706+00:00",
-                    "target_end": "2026-07-29T18:48:00+00:00",
-                    "prediction_length": 60,
                     "metric_version": "livehouse-canonical-v1"
                 }
             ]
@@ -53,24 +47,24 @@
             "admitted_at": "2026-06-01T00:00:00Z",
             "evaluation_protocol": "issue-now-score-later",
             "metric_version": "livehouse-canonical-v1",
-            "evaluated_at": "2026-07-30T01:45:46.641185+00:00",
             "resolved_tasks": [
                 {
-                    "dataset": "usgs_potomac_iv_usgs_00060/15min/short",
-                    "task_id": "future-4c0ce7f41f031ea6806f",
-                    "issued_at": "2026-07-29T14:04:15.719867+00:00",
-                    "resolved_at": "2026-07-30T00:10:41.877237+00:00",
-                    "target_end": "2026-07-29T19:55:00+00:00",
-                    "prediction_length": 24,
                     "metric_version": "livehouse-canonical-v1"
                 },
                 {
-                    "dataset": "noaa_coops_sf_water_level_water_level/6min/short",
-                    "task_id": "future-953b836090f5bec1d436",
-                    "issued_at": "2026-07-29T13:01:35.244539+00:00",
-                    "resolved_at": "2026-07-30T00:10:42.614543+00:00",
-                    "target_end": "2026-07-29T18:48:00+00:00",
-                    "prediction_length": 60,
                     "metric_version": "livehouse-canonical-v1"
                 }
             ]
@@ -81,24 +75,24 @@
             "admitted_at": "2026-06-01T00:00:00Z",
             "evaluation_protocol": "issue-now-score-later",
             "metric_version": "livehouse-canonical-v1",
-            "evaluated_at": "2026-07-30T01:45:46.643725+00:00",
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@@ -165,24 +159,24 @@
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@@ -193,24 +187,24 @@
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@@ -221,24 +215,24 @@
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@@ -249,24 +243,24 @@
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@@ -277,24 +271,24 @@
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@@ -305,24 +299,24 @@
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@@ -333,24 +327,24 @@
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@@ -376,7 +370,5 @@
         "live_overall_30d": "aggregates/live_overall_30d.csv",
         "live_metadata": "aggregates/live_metadata.json"
     },
-    "push_status": "ok",
-    "pushed_at": "2026-07-30T01:46:58.623242+00:00",
-    "push_detail": "HF Hub API"
 }

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@@ -6,7 +6,7 @@ data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Seasonal-Naiv
 data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Seasonal-Naive,0.0,0.0,nan,nan,nan,nan,nan,0.0,nan,nan,0.0,Transportation,1,12
 nasa_power_shanghai_hourly_T2M/1h/short,Seasonal-Naive,0.0186742116220626,0.0186742116220626,nan,nan,0.00860422784088782,nan,nan,0.1366536191326911,nan,nan,0.08935932131652284,Weather,1,24
 noaa_coops_sf_water_level_water_level/6min/short,Seasonal-Naive,0.8672717069410016,0.8672717069410016,nan,nan,3.4018761898403294,nan,nan,0.9312742383106072,nan,nan,0.7734728938335165,Ocean,1,60
-noaa_ndbc_46013_realtime_wave_height/10min/short,Seasonal-Naive,2.8454562706664124,2.8454562706664124,nan,nan,0.1327480233352066,nan,nan,1.6868480283257328,nan,nan,1.351838687745878,Ocean,1,72
 nws_ksfo_observations_temperature/1h/short,Seasonal-Naive,1.4220830567678604,1.4220830567678604,1.1374998887379963,0.8231154973782487,0.06849731872919221,0.06598468274623316,18.192842105640498,1.1925112396819832,0.07131889016436462,0.06802890147057772,0.06090870857230404,Weather,1,24
 open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Seasonal-Naive,0.004394217724999168,0.004394217724999168,nan,nan,0.08609199944596312,nan,nan,0.066288895940415,nan,nan,0.0520500002838495,Air Quality,1,24
 open_meteo_shanghai_hourly_temperature_2m/1h/short,Seasonal-Naive,0.11851038390193695,0.11851038390193695,nan,nan,0.024696175902715906,nan,nan,0.3442533716638618,nan,nan,0.21007152419268454,Weather,1,24

 data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Seasonal-Naive,0.0,0.0,nan,nan,nan,nan,nan,0.0,nan,nan,0.0,Transportation,1,12
 nasa_power_shanghai_hourly_T2M/1h/short,Seasonal-Naive,0.0186742116220626,0.0186742116220626,nan,nan,0.00860422784088782,nan,nan,0.1366536191326911,nan,nan,0.08935932131652284,Weather,1,24
 noaa_coops_sf_water_level_water_level/6min/short,Seasonal-Naive,0.8672717069410016,0.8672717069410016,nan,nan,3.4018761898403294,nan,nan,0.9312742383106072,nan,nan,0.7734728938335165,Ocean,1,60
+noaa_ndbc_46013_realtime_wave_height/10min/short,Seasonal-Naive,0.7788658622922371,0.7788658622922371,nan,nan,0.09933218295318674,nan,nan,0.8825337740235425,nan,nan,0.6576013201399485,Ocean,1,72
 nws_ksfo_observations_temperature/1h/short,Seasonal-Naive,1.4220830567678604,1.4220830567678604,1.1374998887379963,0.8231154973782487,0.06849731872919221,0.06598468274623316,18.192842105640498,1.1925112396819832,0.07131889016436462,0.06802890147057772,0.06090870857230404,Weather,1,24
 open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Seasonal-Naive,0.004394217724999168,0.004394217724999168,nan,nan,0.08609199944596312,nan,nan,0.066288895940415,nan,nan,0.0520500002838495,Air Quality,1,24
 open_meteo_shanghai_hourly_temperature_2m/1h/short,Seasonal-Naive,0.11851038390193695,0.11851038390193695,nan,nan,0.024696175902715906,nan,nan,0.3442533716638618,nan,nan,0.21007152419268454,Weather,1,24

results/seasonal_naive/online_meta.json CHANGED Viewed

@@ -4,24 +4,24 @@
     "admitted_at": "2026-06-01T00:00:00Z",
     "evaluation_protocol": "issue-now-score-later",
     "metric_version": "livehouse-canonical-v1",
-    "evaluated_at": "2026-07-30T01:45:46.733861+00:00",
     "resolved_tasks": [
         {
-            "dataset": "usgs_potomac_iv_usgs_00060/15min/short",
-            "task_id": "future-4c0ce7f41f031ea6806f",
-            "issued_at": "2026-07-29T14:04:15.719867+00:00",
-            "resolved_at": "2026-07-30T00:10:41.680252+00:00",
-            "target_end": "2026-07-29T19:55:00+00:00",
-            "prediction_length": 24,
             "metric_version": "livehouse-canonical-v1"
         },
         {
-            "dataset": "noaa_coops_sf_water_level_water_level/6min/short",
-            "task_id": "future-953b836090f5bec1d436",
-            "issued_at": "2026-07-29T13:01:35.244539+00:00",
-            "resolved_at": "2026-07-30T00:10:42.195653+00:00",
-            "target_end": "2026-07-29T18:48:00+00:00",
-            "prediction_length": 60,
             "metric_version": "livehouse-canonical-v1"
         }
     ]

     "admitted_at": "2026-06-01T00:00:00Z",
     "evaluation_protocol": "issue-now-score-later",
     "metric_version": "livehouse-canonical-v1",
+    "evaluated_at": "2026-07-30T02:17:41.169935+00:00",
     "resolved_tasks": [
         {
+            "dataset": "noaa_ndbc_46013_realtime_wave_height/10min/short",
+            "task_id": "future-dfe459610da03ba6f44a",
+            "issued_at": "2026-07-29T06:12:39.442298+00:00",
+            "resolved_at": "2026-07-30T02:14:10.906573+00:00",
+            "target_end": "2026-07-28T18:10:00+00:00",
+            "prediction_length": 72,
             "metric_version": "livehouse-canonical-v1"
         },
         {
+            "dataset": "data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short",
+            "task_id": "future-ffe889cccb2e303a383a",
+            "issued_at": "2026-07-29T15:33:15.834772+00:00",
+            "resolved_at": "2026-07-30T02:14:11.336034+00:00",
+            "target_end": "2026-07-29T18:15:00+00:00",
+            "prediction_length": 36,
             "metric_version": "livehouse-canonical-v1"
         }
     ]

results/sundial/all_results.csv CHANGED Viewed

@@ -2,11 +2,11 @@ dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[0.5]
 binance_btcusdt_1h_close/1h/short,Sundial,0.3810945163794563,0.28435575175498173,nan,nan,0.0035615771584842186,nan,nan,0.6173285319661292,nan,nan,0.36769928781265504,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,Sundial,0.020980244564637807,0.0447908708599997,nan,nan,0.0023348485467426807,nan,nan,0.14484558869581707,nan,nan,0.15634843776673438,Finance,1,24
 data_gov_sg_sgx_equities_turnover_monthly_turnover_value_million_sgd/1mo/short,Sundial,27047.212071285932,27202.68214463723,143.1162110964457,1.5089426812363538,2.4254864254221506,0.8536544624552972,36.2452386153836,164.4603662627745,1.0124792572257424,0.881076689786568,0.7401326095810744,Finance,1,12
-data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Sundial,0.0005494180610278531,7.605956873487157e-05,nan,nan,nan,nan,nan,0.023439668534939933,nan,nan,0.007479496165901023,Climate,1,36
 data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Sundial,4.555361769387358e-16,5.115208344363701e-16,nan,nan,nan,nan,nan,2.1343293488558316e-08,nan,nan,2.045862343281047e-08,Transportation,1,12
 nasa_power_shanghai_hourly_T2M/1h/short,Sundial,0.007462810791272632,0.007313073714600876,nan,nan,0.005713939241843377,nan,nan,0.08638756155415334,nan,nan,0.06652789445951113,Weather,1,24
 noaa_coops_sf_water_level_water_level/6min/short,Sundial,0.014273445331285125,0.010514970384056218,nan,nan,0.4269581489580643,nan,nan,0.11947152519025245,nan,nan,0.10787460446045638,Ocean,1,60
-noaa_ndbc_46013_realtime_wave_height/10min/short,Sundial,4.505239737688367,4.637293624346774,nan,nan,0.1743866448116889,nan,nan,2.1225550022763526,nan,nan,1.7226098181463187,Ocean,1,72
 nws_ksfo_observations_temperature/1h/short,Sundial,0.8427959919452709,0.728805377540842,0.6027306715647379,0.43614681761468477,0.037071160344855525,0.03572165078421854,7.949536290001031,0.9180392104617705,0.05490391657437408,0.03604668965257109,0.027748537362407476,Weather,1,24
 open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Sundial,0.049603208648748266,0.026112885904949066,nan,nan,0.25139499060503984,nan,nan,0.22271777802579718,nan,nan,0.10988111743956974,Air Quality,1,24
 open_meteo_shanghai_hourly_temperature_2m/1h/short,Sundial,0.09321408821665252,0.08325887015548682,nan,nan,0.019182315595342222,nan,nan,0.3053098233215769,nan,nan,0.17165149892503143,Weather,1,24

 binance_btcusdt_1h_close/1h/short,Sundial,0.3810945163794563,0.28435575175498173,nan,nan,0.0035615771584842186,nan,nan,0.6173285319661292,nan,nan,0.36769928781265504,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,Sundial,0.020980244564637807,0.0447908708599997,nan,nan,0.0023348485467426807,nan,nan,0.14484558869581707,nan,nan,0.15634843776673438,Finance,1,24
 data_gov_sg_sgx_equities_turnover_monthly_turnover_value_million_sgd/1mo/short,Sundial,27047.212071285932,27202.68214463723,143.1162110964457,1.5089426812363538,2.4254864254221506,0.8536544624552972,36.2452386153836,164.4603662627745,1.0124792572257424,0.881076689786568,0.7401326095810744,Finance,1,12
+data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Sundial,4.308665199870628e-15,4.368388469776477e-15,nan,nan,nan,nan,nan,6.564042351989077e-08,nan,nan,5.50010332296457e-08,Climate,1,36
 data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Sundial,4.555361769387358e-16,5.115208344363701e-16,nan,nan,nan,nan,nan,2.1343293488558316e-08,nan,nan,2.045862343281047e-08,Transportation,1,12
 nasa_power_shanghai_hourly_T2M/1h/short,Sundial,0.007462810791272632,0.007313073714600876,nan,nan,0.005713939241843377,nan,nan,0.08638756155415334,nan,nan,0.06652789445951113,Weather,1,24
 noaa_coops_sf_water_level_water_level/6min/short,Sundial,0.014273445331285125,0.010514970384056218,nan,nan,0.4269581489580643,nan,nan,0.11947152519025245,nan,nan,0.10787460446045638,Ocean,1,60
+noaa_ndbc_46013_realtime_wave_height/10min/short,Sundial,0.455449352894169,0.4215686071985852,nan,nan,0.07230696430994983,nan,nan,0.6748698784907865,nan,nan,0.46479075300054645,Ocean,1,72
 nws_ksfo_observations_temperature/1h/short,Sundial,0.8427959919452709,0.728805377540842,0.6027306715647379,0.43614681761468477,0.037071160344855525,0.03572165078421854,7.949536290001031,0.9180392104617705,0.05490391657437408,0.03604668965257109,0.027748537362407476,Weather,1,24
 open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Sundial,0.049603208648748266,0.026112885904949066,nan,nan,0.25139499060503984,nan,nan,0.22271777802579718,nan,nan,0.10988111743956974,Air Quality,1,24
 open_meteo_shanghai_hourly_temperature_2m/1h/short,Sundial,0.09321408821665252,0.08325887015548682,nan,nan,0.019182315595342222,nan,nan,0.3053098233215769,nan,nan,0.17165149892503143,Weather,1,24

results/sundial/online_meta.json CHANGED Viewed

@@ -4,24 +4,24 @@
     "admitted_at": "2026-06-01T00:00:00Z",
     "evaluation_protocol": "issue-now-score-later",
     "metric_version": "livehouse-canonical-v1",
-    "evaluated_at": "2026-07-30T01:45:46.688404+00:00",
     "resolved_tasks": [
         {
-            "dataset": "usgs_potomac_iv_usgs_00060/15min/short",
-            "task_id": "future-4c0ce7f41f031ea6806f",
-            "issued_at": "2026-07-29T14:04:15.719867+00:00",
-            "resolved_at": "2026-07-30T00:10:41.717648+00:00",
-            "target_end": "2026-07-29T19:55:00+00:00",
-            "prediction_length": 24,
             "metric_version": "livehouse-canonical-v1"
         },
         {
-            "dataset": "noaa_coops_sf_water_level_water_level/6min/short",
-            "task_id": "future-953b836090f5bec1d436",
-            "issued_at": "2026-07-29T13:01:35.244539+00:00",
-            "resolved_at": "2026-07-30T00:10:42.252536+00:00",
-            "target_end": "2026-07-29T18:48:00+00:00",
-            "prediction_length": 60,
             "metric_version": "livehouse-canonical-v1"
         }
     ]

     "admitted_at": "2026-06-01T00:00:00Z",
     "evaluation_protocol": "issue-now-score-later",
     "metric_version": "livehouse-canonical-v1",
+    "evaluated_at": "2026-07-30T02:17:41.109389+00:00",
     "resolved_tasks": [
         {
+            "dataset": "noaa_ndbc_46013_realtime_wave_height/10min/short",
+            "task_id": "future-dfe459610da03ba6f44a",
+            "issued_at": "2026-07-29T06:12:39.442298+00:00",
+            "resolved_at": "2026-07-30T02:14:10.947595+00:00",
+            "target_end": "2026-07-28T18:10:00+00:00",
+            "prediction_length": 72,
             "metric_version": "livehouse-canonical-v1"
         },
         {
+            "dataset": "data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short",
+            "task_id": "future-ffe889cccb2e303a383a",
+            "issued_at": "2026-07-29T15:33:15.834772+00:00",
+            "resolved_at": "2026-07-30T02:14:11.356630+00:00",
+            "target_end": "2026-07-29T18:15:00+00:00",
+            "prediction_length": 36,
             "metric_version": "livehouse-canonical-v1"
         }
     ]

results/tabpfn_ts/all_results.csv CHANGED Viewed

@@ -24,7 +24,7 @@ car_parts/M/short,TabPFN-TS,1.4236728433498649,1.4236728433498649,0.468705652862
 coingecko_bitcoin_7d_price_usd/1h/short,TabPFN-TS,0.09141585747836456,0.09141585747836456,nan,nan,0.003390595242314659,nan,nan,0.3023505539574296,nan,nan,0.2605528443785573,Finance,1,24
 covid_deaths/D/short,TabPFN-TS,582148.6825669118,582148.6825669118,131.52239363470866,39.24224311247435,0.10336535201007536,0.1573858522759746,693.2680572368323,762.9866857074976,0.28707744008204383,0.04948593833338505,0.0410740544263699,Healthcare,1
 data_gov_sg_sgx_equities_turnover_monthly_turnover_value_million_sgd/1mo/short,TabPFN-TS,30432.245376910596,30432.245376910596,136.32157135009766,1.4373035437945425,0.7106828034516671,1.1410403944957686,57.4921417517817,174.44840319392608,1.0739693319653159,0.8392463572886636,0.8392463572886636,Finance,1,12
-data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,TabPFN-TS,3.46575086805688e-08,3.46575086805688e-08,nan,nan,nan,nan,nan,0.00018616527248810073,nan,nan,0.00016171499114228275,Climate,1,36
 data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,TabPFN-TS,0.0,0.0,nan,nan,nan,nan,nan,0.0,nan,nan,0.0,Transportation,1,12
 electricity/15T/long,TabPFN-TS,424692.1608811323,424692.1608811323,63.71647982085639,0.9447757940923152,0.1490332890817207,0.13456292517572793,8.252942553633748,651.684095924653,1.028111539984608,0.10052055681683048,0.0806289122434531,Energy,1
 electricity/15T/medium,TabPFN-TS,368464.5532976957,368464.5532976957,58.99590192588996,0.8891286550107368,0.13686671560267977,0.13146080236911156,8.060963797324014,607.0128114773985,1.045944184165752,0.10165587833115326,0.08271194794165343,Energy,1
@@ -83,7 +83,7 @@ m_dense/H/medium,TabPFN-TS,71212.77555555555,71212.77555555555,116.2104904513888
 m_dense/H/short,TabPFN-TS,68285.90555555555,68285.90555555555,106.8298410373264,0.906291178560046,0.30428158067341887,0.23916954464382595,10.038621879613546,261.3157200697186,0.46350902522521975,0.18948953959205128,0.15486162614965193,Transport,1
 nasa_power_shanghai_hourly_T2M/1h/short,TabPFN-TS,0.0179157366518244,0.0179157366518244,nan,nan,0.009220890055280472,nan,nan,0.1338496793116233,nan,nan,0.11888907028265007,Weather,1,24
 noaa_coops_sf_water_level_water_level/6min/short,TabPFN-TS,1.1966350532784842,1.1966350532784842,nan,nan,0.9262508308322789,nan,nan,1.0939081557783927,nan,nan,0.8238531266626818,Ocean,1,60
-noaa_ndbc_46013_realtime_wave_height/10min/short,TabPFN-TS,4.416383942146404,4.416383942146404,nan,nan,0.162696888353448,nan,nan,2.1015194365378598,nan,nan,1.7977206612149834,Ocean,1,72
 nws_ksfo_observations_temperature/1h/short,TabPFN-TS,0.3804797499912335,0.3804797499912335,0.41256459554036456,0.2985392048131281,0.02545106702891627,0.02473706497544044,11.941568192525125,0.6168304061824721,0.03688993321379491,0.02467368700264445,0.024673687002644454,Weather,1,24
 open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,TabPFN-TS,0.01380594125405811,0.01380594125405811,nan,nan,0.17974690852983777,nan,nan,0.11749868618013612,nan,nan,0.10404434546971576,Air Quality,1,24
 open_meteo_shanghai_hourly_temperature_2m/1h/short,TabPFN-TS,0.1520736242583733,0.1520736242583733,nan,nan,0.026941447221673114,nan,nan,0.38996618348053375,nan,nan,0.26110605123885655,Weather,1,24

 coingecko_bitcoin_7d_price_usd/1h/short,TabPFN-TS,0.09141585747836456,0.09141585747836456,nan,nan,0.003390595242314659,nan,nan,0.3023505539574296,nan,nan,0.2605528443785573,Finance,1,24
 covid_deaths/D/short,TabPFN-TS,582148.6825669118,582148.6825669118,131.52239363470866,39.24224311247435,0.10336535201007536,0.1573858522759746,693.2680572368323,762.9866857074976,0.28707744008204383,0.04948593833338505,0.0410740544263699,Healthcare,1
 data_gov_sg_sgx_equities_turnover_monthly_turnover_value_million_sgd/1mo/short,TabPFN-TS,30432.245376910596,30432.245376910596,136.32157135009766,1.4373035437945425,0.7106828034516671,1.1410403944957686,57.4921417517817,174.44840319392608,1.0739693319653159,0.8392463572886636,0.8392463572886636,Finance,1,12
+data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,TabPFN-TS,0.0,0.0,nan,nan,nan,nan,nan,0.0,nan,nan,0.0,Climate,1,36
 data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,TabPFN-TS,0.0,0.0,nan,nan,nan,nan,nan,0.0,nan,nan,0.0,Transportation,1,12
 electricity/15T/long,TabPFN-TS,424692.1608811323,424692.1608811323,63.71647982085639,0.9447757940923152,0.1490332890817207,0.13456292517572793,8.252942553633748,651.684095924653,1.028111539984608,0.10052055681683048,0.0806289122434531,Energy,1
 electricity/15T/medium,TabPFN-TS,368464.5532976957,368464.5532976957,58.99590192588996,0.8891286550107368,0.13686671560267977,0.13146080236911156,8.060963797324014,607.0128114773985,1.045944184165752,0.10165587833115326,0.08271194794165343,Energy,1
 m_dense/H/short,TabPFN-TS,68285.90555555555,68285.90555555555,106.8298410373264,0.906291178560046,0.30428158067341887,0.23916954464382595,10.038621879613546,261.3157200697186,0.46350902522521975,0.18948953959205128,0.15486162614965193,Transport,1
 nasa_power_shanghai_hourly_T2M/1h/short,TabPFN-TS,0.0179157366518244,0.0179157366518244,nan,nan,0.009220890055280472,nan,nan,0.1338496793116233,nan,nan,0.11888907028265007,Weather,1,24
 noaa_coops_sf_water_level_water_level/6min/short,TabPFN-TS,1.1966350532784842,1.1966350532784842,nan,nan,0.9262508308322789,nan,nan,1.0939081557783927,nan,nan,0.8238531266626818,Ocean,1,60
+noaa_ndbc_46013_realtime_wave_height/10min/short,TabPFN-TS,0.43860525206675743,0.43860525206675743,nan,nan,0.072165439718675,nan,nan,0.6622727927876529,nan,nan,0.5421589657326603,Ocean,1,72
 nws_ksfo_observations_temperature/1h/short,TabPFN-TS,0.3804797499912335,0.3804797499912335,0.41256459554036456,0.2985392048131281,0.02545106702891627,0.02473706497544044,11.941568192525125,0.6168304061824721,0.03688993321379491,0.02467368700264445,0.024673687002644454,Weather,1,24
 open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,TabPFN-TS,0.01380594125405811,0.01380594125405811,nan,nan,0.17974690852983777,nan,nan,0.11749868618013612,nan,nan,0.10404434546971576,Air Quality,1,24
 open_meteo_shanghai_hourly_temperature_2m/1h/short,TabPFN-TS,0.1520736242583733,0.1520736242583733,nan,nan,0.026941447221673114,nan,nan,0.38996618348053375,nan,nan,0.26110605123885655,Weather,1,24

results/tabpfn_ts/online_meta.json CHANGED Viewed

@@ -4,24 +4,24 @@
     "admitted_at": "2026-06-01T00:00:00Z",
     "evaluation_protocol": "issue-now-score-later",
     "metric_version": "livehouse-canonical-v1",
-    "evaluated_at": "2026-07-30T01:45:46.680055+00:00",
     "resolved_tasks": [
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-            "dataset": "usgs_potomac_iv_usgs_00060/15min/short",
-            "task_id": "future-4c0ce7f41f031ea6806f",
-            "issued_at": "2026-07-29T14:04:15.719867+00:00",
-            "resolved_at": "2026-07-30T00:10:41.799096+00:00",
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-            "prediction_length": 24,
             "metric_version": "livehouse-canonical-v1"
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         {
-            "dataset": "noaa_coops_sf_water_level_water_level/6min/short",
-            "task_id": "future-953b836090f5bec1d436",
-            "issued_at": "2026-07-29T13:01:35.244539+00:00",
-            "resolved_at": "2026-07-30T00:10:42.312477+00:00",
-            "target_end": "2026-07-29T18:48:00+00:00",
-            "prediction_length": 60,
             "metric_version": "livehouse-canonical-v1"
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     ]

     "admitted_at": "2026-06-01T00:00:00Z",
     "evaluation_protocol": "issue-now-score-later",
     "metric_version": "livehouse-canonical-v1",
+    "evaluated_at": "2026-07-30T02:17:41.065740+00:00",
     "resolved_tasks": [
         {
+            "dataset": "noaa_ndbc_46013_realtime_wave_height/10min/short",
+            "task_id": "future-dfe459610da03ba6f44a",
+            "issued_at": "2026-07-29T06:12:39.442298+00:00",
+            "resolved_at": "2026-07-30T02:14:10.970475+00:00",
+            "target_end": "2026-07-28T18:10:00+00:00",
+            "prediction_length": 72,
             "metric_version": "livehouse-canonical-v1"
         },
         {
+            "dataset": "data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short",
+            "task_id": "future-ffe889cccb2e303a383a",
+            "issued_at": "2026-07-29T15:33:15.834772+00:00",
+            "resolved_at": "2026-07-30T02:14:11.378468+00:00",
+            "target_end": "2026-07-29T18:15:00+00:00",
+            "prediction_length": 36,
             "metric_version": "livehouse-canonical-v1"
         }
     ]

results/timesfm_2_5/all_results.csv CHANGED Viewed

@@ -2,11 +2,11 @@ dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[0.5]
 binance_btcusdt_1h_close/1h/short,TimesFM-2.5,0.11816428061596851,0.221237056571051,nan,nan,0.0031417562868775797,nan,nan,0.34375031725944416,nan,nan,0.37089252967394576,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,TimesFM-2.5,0.16431138716961843,0.2840452984238427,nan,nan,0.006365738815062364,nan,nan,0.40535341021091514,nan,nan,0.28603521259581766,Finance,1,24
 data_gov_sg_sgx_equities_turnover_monthly_turnover_value_million_sgd/1mo/short,TimesFM-2.5,28434.715767887308,30940.314541637516,136.81071631113687,1.4424608331286375,0.6894371389934627,1.1431172573156296,43.032391046456816,168.6259640977252,1.0381242287022936,0.8422577158188848,0.7508176845882389,Finance,1,12
-data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,TimesFM-2.5,4.323635012270329e-07,1.536579430707216e-07,nan,nan,nan,nan,nan,0.0006575435356134474,nan,nan,0.007635884374565268,Climate,1,36
 data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,TimesFM-2.5,0.0,0.0,nan,nan,nan,nan,nan,0.0,nan,nan,0.0,Transportation,1,12
 nasa_power_shanghai_hourly_T2M/1h/short,TimesFM-2.5,0.020487981948980976,0.06239748119636928,nan,nan,0.01557799207705079,nan,nan,0.1431362356252985,nan,nan,0.15471299917863682,Weather,1,24
 noaa_coops_sf_water_level_water_level/6min/short,TimesFM-2.5,0.022834982095462013,0.08566964015786875,nan,nan,0.3020766926324701,nan,nan,0.15111248160050186,nan,nan,0.15359916382822064,Ocean,1,60
-noaa_ndbc_46013_realtime_wave_height/10min/short,TimesFM-2.5,3.8239684888943106,4.933216839668605,nan,nan,0.1710534119948838,nan,nan,1.95549699281137,nan,nan,1.4995299111531657,Ocean,1,72
 nws_ksfo_observations_temperature/1h/short,TimesFM-2.5,0.21622905324208355,0.1617179170793861,0.26413559913635254,0.1911332978675114,0.01630353750267156,0.01601217538840988,10.994616695384883,0.4650043583043965,0.027809880236186378,0.015796796840529412,0.021259949519123158,Weather,1,24
 open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,TimesFM-2.5,0.004648696255628006,0.005410896845459822,nan,nan,0.09938587851265995,nan,nan,0.06818134829722866,nan,nan,0.07861400048653529,Air Quality,1,24
 open_meteo_shanghai_hourly_temperature_2m/1h/short,TimesFM-2.5,0.10699570512227889,0.1613747456844363,nan,nan,0.029612898755856914,nan,nan,0.32710197969789007,nan,nan,0.20397510695702464,Weather,1,24

 binance_btcusdt_1h_close/1h/short,TimesFM-2.5,0.11816428061596851,0.221237056571051,nan,nan,0.0031417562868775797,nan,nan,0.34375031725944416,nan,nan,0.37089252967394576,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,TimesFM-2.5,0.16431138716961843,0.2840452984238427,nan,nan,0.006365738815062364,nan,nan,0.40535341021091514,nan,nan,0.28603521259581766,Finance,1,24
 data_gov_sg_sgx_equities_turnover_monthly_turnover_value_million_sgd/1mo/short,TimesFM-2.5,28434.715767887308,30940.314541637516,136.81071631113687,1.4424608331286375,0.6894371389934627,1.1431172573156296,43.032391046456816,168.6259640977252,1.0381242287022936,0.8422577158188848,0.7508176845882389,Finance,1,12
+data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,TimesFM-2.5,0.0,0.0,nan,nan,nan,nan,nan,0.0,nan,nan,0.0,Climate,1,36
 data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,TimesFM-2.5,0.0,0.0,nan,nan,nan,nan,nan,0.0,nan,nan,0.0,Transportation,1,12
 nasa_power_shanghai_hourly_T2M/1h/short,TimesFM-2.5,0.020487981948980976,0.06239748119636928,nan,nan,0.01557799207705079,nan,nan,0.1431362356252985,nan,nan,0.15471299917863682,Weather,1,24
 noaa_coops_sf_water_level_water_level/6min/short,TimesFM-2.5,0.022834982095462013,0.08566964015786875,nan,nan,0.3020766926324701,nan,nan,0.15111248160050186,nan,nan,0.15359916382822064,Ocean,1,60
+noaa_ndbc_46013_realtime_wave_height/10min/short,TimesFM-2.5,0.33421486412643014,0.38660772045904523,nan,nan,0.06931700608766667,nan,nan,0.5781131931779712,nan,nan,0.46335112112793264,Ocean,1,72
 nws_ksfo_observations_temperature/1h/short,TimesFM-2.5,0.21622905324208355,0.1617179170793861,0.26413559913635254,0.1911332978675114,0.01630353750267156,0.01601217538840988,10.994616695384883,0.4650043583043965,0.027809880236186378,0.015796796840529412,0.021259949519123158,Weather,1,24
 open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,TimesFM-2.5,0.004648696255628006,0.005410896845459822,nan,nan,0.09938587851265995,nan,nan,0.06818134829722866,nan,nan,0.07861400048653529,Air Quality,1,24
 open_meteo_shanghai_hourly_temperature_2m/1h/short,TimesFM-2.5,0.10699570512227889,0.1613747456844363,nan,nan,0.029612898755856914,nan,nan,0.32710197969789007,nan,nan,0.20397510695702464,Weather,1,24

results/timesfm_2_5/online_meta.json CHANGED Viewed

@@ -4,24 +4,24 @@
     "admitted_at": "2026-06-01T00:00:00Z",
     "evaluation_protocol": "issue-now-score-later",
     "metric_version": "livehouse-canonical-v1",
-    "evaluated_at": "2026-07-30T01:45:46.643725+00:00",
     "resolved_tasks": [
         {
-            "dataset": "usgs_potomac_iv_usgs_00060/15min/short",
-            "task_id": "future-4c0ce7f41f031ea6806f",
-            "issued_at": "2026-07-29T14:04:15.719867+00:00",
-            "resolved_at": "2026-07-30T00:10:41.830924+00:00",
-            "target_end": "2026-07-29T19:55:00+00:00",
-            "prediction_length": 24,
             "metric_version": "livehouse-canonical-v1"
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         {
-            "dataset": "noaa_coops_sf_water_level_water_level/6min/short",
-            "task_id": "future-953b836090f5bec1d436",
-            "issued_at": "2026-07-29T13:01:35.244539+00:00",
-            "resolved_at": "2026-07-30T00:10:42.590484+00:00",
-            "target_end": "2026-07-29T18:48:00+00:00",
-            "prediction_length": 60,
             "metric_version": "livehouse-canonical-v1"
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     ]

     "admitted_at": "2026-06-01T00:00:00Z",
     "evaluation_protocol": "issue-now-score-later",
     "metric_version": "livehouse-canonical-v1",
+    "evaluated_at": "2026-07-30T02:17:41.024271+00:00",
     "resolved_tasks": [
         {
+            "dataset": "noaa_ndbc_46013_realtime_wave_height/10min/short",
+            "task_id": "future-dfe459610da03ba6f44a",
+            "issued_at": "2026-07-29T06:12:39.442298+00:00",
+            "resolved_at": "2026-07-30T02:14:11.028729+00:00",
+            "target_end": "2026-07-28T18:10:00+00:00",
+            "prediction_length": 72,
             "metric_version": "livehouse-canonical-v1"
         },
         {
+            "dataset": "data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short",
+            "task_id": "future-ffe889cccb2e303a383a",
+            "issued_at": "2026-07-29T15:33:15.834772+00:00",
+            "resolved_at": "2026-07-30T02:14:11.406015+00:00",
+            "target_end": "2026-07-29T18:15:00+00:00",
+            "prediction_length": 36,
             "metric_version": "livehouse-canonical-v1"
         }
     ]

results/tirex/all_results.csv CHANGED Viewed

@@ -2,11 +2,11 @@ dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[0.5]
 binance_btcusdt_1h_close/1h/short,TiRex,0.3928143548618805,0.3928143548618805,nan,nan,0.004636217583293121,nan,nan,0.6267490365863202,nan,nan,0.6284378194458644,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,TiRex,0.3044911716818759,0.3044911716818759,nan,nan,0.006462456928120581,nan,nan,0.5518071870516692,nan,nan,0.43965609435457953,Finance,1,24
 data_gov_sg_sgx_equities_turnover_monthly_turnover_value_million_sgd/1mo/short,TiRex,26189.183511279563,26189.183511279563,125.3613642056783,1.321744836442649,0.6820653407770266,0.984424218821475,18.101060665387852,161.83072486792972,0.9962902055610486,0.7717712406949717,0.6145704862690891,Finance,1,12
-data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,TiRex,2.1885447576766835e-07,2.1885447576766835e-07,nan,nan,nan,nan,nan,0.00046781884930779385,nan,nan,0.00037863572659980826,Climate,1,36
 data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,TiRex,2.0440368407041843e-18,2.0440368407041843e-18,nan,nan,nan,nan,nan,1.4296981641955705e-09,nan,nan,1.39774869271451e-09,Transportation,1,12
 nasa_power_shanghai_hourly_T2M/1h/short,TiRex,0.0060782355395996865,0.0060782355395996865,nan,nan,0.005057510879354289,nan,nan,0.07796303957388838,nan,nan,0.13135346461675806,Weather,1,24
 noaa_coops_sf_water_level_water_level/6min/short,TiRex,0.12381223772262949,0.12381223772262949,nan,nan,0.948005955898368,nan,nan,0.35186963171411867,nan,nan,0.3023087525980991,Ocean,1,60
-noaa_ndbc_46013_realtime_wave_height/10min/short,TiRex,3.543892266064754,3.543892266064754,nan,nan,0.1510711331267367,nan,nan,1.8825228460937078,nan,nan,1.3021549000521222,Ocean,1,72
 nws_ksfo_observations_temperature/1h/short,TiRex,0.1330410943866506,0.1330410943866506,0.2665089766184489,0.19285071674902834,0.016340940517305648,0.0161404612437938,1.417522257895925,0.3647479875018512,0.021813984466305555,0.01593873818441926,0.018680112149927236,Weather,1,24
 open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,TiRex,0.0014161933418544049,0.0014161933418544049,nan,nan,0.044315274870561444,nan,nan,0.03763234435767197,nan,nan,0.058975423591837176,Air Quality,1,24
 open_meteo_shanghai_hourly_temperature_2m/1h/short,TiRex,0.07832200458330185,0.07832200458330185,nan,nan,0.019323594688729875,nan,nan,0.2798606878132437,nan,nan,0.18098956097858787,Weather,1,24

 binance_btcusdt_1h_close/1h/short,TiRex,0.3928143548618805,0.3928143548618805,nan,nan,0.004636217583293121,nan,nan,0.6267490365863202,nan,nan,0.6284378194458644,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,TiRex,0.3044911716818759,0.3044911716818759,nan,nan,0.006462456928120581,nan,nan,0.5518071870516692,nan,nan,0.43965609435457953,Finance,1,24
 data_gov_sg_sgx_equities_turnover_monthly_turnover_value_million_sgd/1mo/short,TiRex,26189.183511279563,26189.183511279563,125.3613642056783,1.321744836442649,0.6820653407770266,0.984424218821475,18.101060665387852,161.83072486792972,0.9962902055610486,0.7717712406949717,0.6145704862690891,Finance,1,12
+data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,TiRex,5.906315718058047e-17,5.906315718058047e-17,nan,nan,nan,nan,nan,7.685255830522526e-09,nan,nan,4.1680416340218845e-09,Climate,1,36
 data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,TiRex,2.0440368407041843e-18,2.0440368407041843e-18,nan,nan,nan,nan,nan,1.4296981641955705e-09,nan,nan,1.39774869271451e-09,Transportation,1,12
 nasa_power_shanghai_hourly_T2M/1h/short,TiRex,0.0060782355395996865,0.0060782355395996865,nan,nan,0.005057510879354289,nan,nan,0.07796303957388838,nan,nan,0.13135346461675806,Weather,1,24
 noaa_coops_sf_water_level_water_level/6min/short,TiRex,0.12381223772262949,0.12381223772262949,nan,nan,0.948005955898368,nan,nan,0.35186963171411867,nan,nan,0.3023087525980991,Ocean,1,60
+noaa_ndbc_46013_realtime_wave_height/10min/short,TiRex,0.35907328237476577,0.35907328237476577,nan,nan,0.06685408085744002,nan,nan,0.5992272376776324,nan,nan,0.5237037364475514,Ocean,1,72
 nws_ksfo_observations_temperature/1h/short,TiRex,0.1330410943866506,0.1330410943866506,0.2665089766184489,0.19285071674902834,0.016340940517305648,0.0161404612437938,1.417522257895925,0.3647479875018512,0.021813984466305555,0.01593873818441926,0.018680112149927236,Weather,1,24
 open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,TiRex,0.0014161933418544049,0.0014161933418544049,nan,nan,0.044315274870561444,nan,nan,0.03763234435767197,nan,nan,0.058975423591837176,Air Quality,1,24
 open_meteo_shanghai_hourly_temperature_2m/1h/short,TiRex,0.07832200458330185,0.07832200458330185,nan,nan,0.019323594688729875,nan,nan,0.2798606878132437,nan,nan,0.18098956097858787,Weather,1,24

results/tirex/online_meta.json CHANGED Viewed

@@ -4,24 +4,24 @@
     "admitted_at": "2026-06-01T00:00:00Z",
     "evaluation_protocol": "issue-now-score-later",
     "metric_version": "livehouse-canonical-v1",
-    "evaluated_at": "2026-07-30T01:45:46.641185+00:00",
     "resolved_tasks": [
         {
-            "dataset": "usgs_potomac_iv_usgs_00060/15min/short",
-            "task_id": "future-4c0ce7f41f031ea6806f",
-            "issued_at": "2026-07-29T14:04:15.719867+00:00",
-            "resolved_at": "2026-07-30T00:10:41.877237+00:00",
-            "target_end": "2026-07-29T19:55:00+00:00",
-            "prediction_length": 24,
             "metric_version": "livehouse-canonical-v1"
         },
         {
-            "dataset": "noaa_coops_sf_water_level_water_level/6min/short",
-            "task_id": "future-953b836090f5bec1d436",
-            "issued_at": "2026-07-29T13:01:35.244539+00:00",
-            "resolved_at": "2026-07-30T00:10:42.614543+00:00",
-            "target_end": "2026-07-29T18:48:00+00:00",
-            "prediction_length": 60,
             "metric_version": "livehouse-canonical-v1"
         }
     ]

     "admitted_at": "2026-06-01T00:00:00Z",
     "evaluation_protocol": "issue-now-score-later",
     "metric_version": "livehouse-canonical-v1",
+    "evaluated_at": "2026-07-30T02:17:41.023434+00:00",
     "resolved_tasks": [
         {
+            "dataset": "noaa_ndbc_46013_realtime_wave_height/10min/short",
+            "task_id": "future-dfe459610da03ba6f44a",
+            "issued_at": "2026-07-29T06:12:39.442298+00:00",
+            "resolved_at": "2026-07-30T02:14:11.053544+00:00",
+            "target_end": "2026-07-28T18:10:00+00:00",
+            "prediction_length": 72,
             "metric_version": "livehouse-canonical-v1"
         },
         {
+            "dataset": "data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short",
+            "task_id": "future-ffe889cccb2e303a383a",
+            "issued_at": "2026-07-29T15:33:15.834772+00:00",
+            "resolved_at": "2026-07-30T02:14:11.434508+00:00",
+            "target_end": "2026-07-29T18:15:00+00:00",
+            "prediction_length": 36,
             "metric_version": "livehouse-canonical-v1"
         }
     ]

results/toto_1_0/all_results.csv CHANGED Viewed

@@ -2,11 +2,11 @@ dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[0.5]
 binance_btcusdt_1h_close/1h/short,Toto-1.0,1.4785189045689047,0.5257197788860285,nan,nan,0.005341797693177002,nan,nan,1.2159436272167,nan,nan,0.886202143871693,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,Toto-1.0,1.2672091214948127,0.013642740360327242,nan,nan,0.0013252159503021489,nan,nan,1.1257038338278913,nan,nan,0.23265817163880909,Finance,1,24
 data_gov_sg_sgx_equities_turnover_monthly_turnover_value_million_sgd/1mo/short,Toto-1.0,23019.0460822337,26241.382774419122,124.61535914738973,1.313879348219856,0.6257435399486769,0.9697879270582787,13.780075922721792,151.7202889604212,0.9340465971435247,0.767178555755332,0.6004176198191844,Finance,1,12
-data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Toto-1.0,0.20086021417427133,0.00017463556300461493,nan,nan,nan,nan,nan,0.4481743122650732,nan,nan,0.010703712578513944,Climate,1,36
 data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Toto-1.0,1.0283800834685441,6.3444153181824635e-09,nan,nan,nan,nan,nan,1.0140907668786578,nan,nan,0.0002769466168569192,Transportation,1,12
 nasa_power_shanghai_hourly_T2M/1h/short,Toto-1.0,0.017530445854179618,0.01764616520390966,nan,nan,0.008785844686044004,nan,nan,0.13240259005842603,nan,nan,0.11551832043051283,Weather,1,24
 noaa_coops_sf_water_level_water_level/6min/short,Toto-1.0,0.2852684839871745,0.3055337240821889,nan,nan,0.8744574033188778,nan,nan,0.5341053117009552,nan,nan,0.2987742990667882,Ocean,1,60
-noaa_ndbc_46013_realtime_wave_height/10min/short,Toto-1.0,4.574077069769993,3.52044690649218,nan,nan,0.14953388468013915,nan,nan,2.1387092064537416,nan,nan,1.3958665305023301,Ocean,1,72
 nws_ksfo_observations_temperature/1h/short,Toto-1.0,3.2061994614582545,0.2026127577197864,0.29392051696777344,0.2126862032329617,0.01814908932063847,0.017779550705114375,1.3101507982416967,1.7905863457142341,0.10708715077088915,0.017578102720665366,0.014884503464531462,Weather,1,24
 open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Toto-1.0,0.005413180607386603,0.0067170354963955,nan,nan,0.09261000924318345,nan,nan,0.07357432029850226,nan,nan,0.06064692601892131,Air Quality,1,24
 open_meteo_shanghai_hourly_temperature_2m/1h/short,Toto-1.0,0.08801748702634615,0.08648279918517156,nan,nan,0.02101465365437219,nan,nan,0.29667741239660655,nan,nan,0.1867735656363684,Weather,1,24

 binance_btcusdt_1h_close/1h/short,Toto-1.0,1.4785189045689047,0.5257197788860285,nan,nan,0.005341797693177002,nan,nan,1.2159436272167,nan,nan,0.886202143871693,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,Toto-1.0,1.2672091214948127,0.013642740360327242,nan,nan,0.0013252159503021489,nan,nan,1.1257038338278913,nan,nan,0.23265817163880909,Finance,1,24
 data_gov_sg_sgx_equities_turnover_monthly_turnover_value_million_sgd/1mo/short,Toto-1.0,23019.0460822337,26241.382774419122,124.61535914738973,1.313879348219856,0.6257435399486769,0.9697879270582787,13.780075922721792,151.7202889604212,0.9340465971435247,0.767178555755332,0.6004176198191844,Finance,1,12
+data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Toto-1.0,0.509185738969756,5.221383248232232e-09,nan,nan,nan,nan,nan,0.7135725183677942,nan,nan,0.00027828666115628606,Climate,1,36
 data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Toto-1.0,1.0283800834685441,6.3444153181824635e-09,nan,nan,nan,nan,nan,1.0140907668786578,nan,nan,0.0002769466168569192,Transportation,1,12
 nasa_power_shanghai_hourly_T2M/1h/short,Toto-1.0,0.017530445854179618,0.01764616520390966,nan,nan,0.008785844686044004,nan,nan,0.13240259005842603,nan,nan,0.11551832043051283,Weather,1,24
 noaa_coops_sf_water_level_water_level/6min/short,Toto-1.0,0.2852684839871745,0.3055337240821889,nan,nan,0.8744574033188778,nan,nan,0.5341053117009552,nan,nan,0.2987742990667882,Ocean,1,60
+noaa_ndbc_46013_realtime_wave_height/10min/short,Toto-1.0,3.3259539967087863,0.30345495021080043,nan,nan,0.06209504057138796,nan,nan,1.8237198240707881,nan,nan,0.6046549544627093,Ocean,1,72
 nws_ksfo_observations_temperature/1h/short,Toto-1.0,3.2061994614582545,0.2026127577197864,0.29392051696777344,0.2126862032329617,0.01814908932063847,0.017779550705114375,1.3101507982416967,1.7905863457142341,0.10708715077088915,0.017578102720665366,0.014884503464531462,Weather,1,24
 open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Toto-1.0,0.005413180607386603,0.0067170354963955,nan,nan,0.09261000924318345,nan,nan,0.07357432029850226,nan,nan,0.06064692601892131,Air Quality,1,24
 open_meteo_shanghai_hourly_temperature_2m/1h/short,Toto-1.0,0.08801748702634615,0.08648279918517156,nan,nan,0.02101465365437219,nan,nan,0.29667741239660655,nan,nan,0.1867735656363684,Weather,1,24

results/toto_1_0/online_meta.json CHANGED Viewed

@@ -4,24 +4,24 @@
     "admitted_at": "2026-06-01T00:00:00Z",
     "evaluation_protocol": "issue-now-score-later",
     "metric_version": "livehouse-canonical-v1",
-    "evaluated_at": "2026-07-30T01:45:46.650131+00:00",
     "resolved_tasks": [
         {
-            "dataset": "usgs_potomac_iv_usgs_00060/15min/short",
-            "task_id": "future-4c0ce7f41f031ea6806f",
-            "issued_at": "2026-07-29T14:04:15.719867+00:00",
-            "resolved_at": "2026-07-30T00:10:41.917589+00:00",
-            "target_end": "2026-07-29T19:55:00+00:00",
-            "prediction_length": 24,
             "metric_version": "livehouse-canonical-v1"
         },
         {
-            "dataset": "noaa_coops_sf_water_level_water_level/6min/short",
-            "task_id": "future-953b836090f5bec1d436",
-            "issued_at": "2026-07-29T13:01:35.244539+00:00",
-            "resolved_at": "2026-07-30T00:10:42.654464+00:00",
-            "target_end": "2026-07-29T18:48:00+00:00",
-            "prediction_length": 60,
             "metric_version": "livehouse-canonical-v1"
         }
     ]

     "admitted_at": "2026-06-01T00:00:00Z",
     "evaluation_protocol": "issue-now-score-later",
     "metric_version": "livehouse-canonical-v1",
+    "evaluated_at": "2026-07-30T02:17:41.025047+00:00",
     "resolved_tasks": [
         {
+            "dataset": "noaa_ndbc_46013_realtime_wave_height/10min/short",
+            "task_id": "future-dfe459610da03ba6f44a",
+            "issued_at": "2026-07-29T06:12:39.442298+00:00",
+            "resolved_at": "2026-07-30T02:14:11.086583+00:00",
+            "target_end": "2026-07-28T18:10:00+00:00",
+            "prediction_length": 72,
             "metric_version": "livehouse-canonical-v1"
         },
         {
+            "dataset": "data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short",
+            "task_id": "future-ffe889cccb2e303a383a",
+            "issued_at": "2026-07-29T15:33:15.834772+00:00",
+            "resolved_at": "2026-07-30T02:14:11.467728+00:00",
+            "target_end": "2026-07-29T18:15:00+00:00",
+            "prediction_length": 36,
             "metric_version": "livehouse-canonical-v1"
         }
     ]