Spaces:

ThinkcatLab
/

LiveHouse-TS

Running

App Files Files Community

ziyuzhou02 commited on Jul 27

Commit

4cbce65

verified ·

1 Parent(s): 80c7bda

Update leaderboard results from local eval

Browse files

Files changed (44) hide show

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 +13 -13
results/aggregates/results_by_frequency.csv +11 -11
results/aggregates/results_by_prediction_length.csv +13 -13
results/aggregates/results_overall.csv +11 -11
results/arima/all_results.csv +1 -1
results/arima/online_meta.json +16 -7
results/chronos_2/all_results.csv +1 -1
results/chronos_2/online_meta.json +16 -7
results/chronos_bolt/all_results.csv +1 -1
results/chronos_bolt/online_meta.json +16 -7
results/ets/all_results.csv +1 -1
results/ets/online_meta.json +16 -7
results/moirai_2_0/all_results.csv +1 -1
results/moirai_2_0/online_meta.json +16 -7
results/moving_average/all_results.csv +1 -1
results/moving_average/online_meta.json +16 -7
results/online_status.json +260 -40
results/prequential/tasks/future-0fbad1f57007f37b49fb.json +19 -3
results/prequential/tasks/future-8f0dd89c2daa53783fa6.json +259 -0
results/prequential/tasks/future-9dc509284b7e840c9d67.json +595 -0
results/prequential/tasks/future-f42f5f3c2ea702bea052.json +19 -3
results/seasonal_naive/online_meta.json +16 -7
results/sundial/all_results.csv +2 -2
results/sundial/online_meta.json +16 -7
results/tabpfn_ts/all_results.csv +1 -1
results/tabpfn_ts/online_meta.json +16 -7
results/timesfm_2_5/all_results.csv +1 -1
results/timesfm_2_5/online_meta.json +16 -7
results/tirex/all_results.csv +1 -1
results/tirex/online_meta.json +16 -7
results/toto_1_0/all_results.csv +2 -2
results/toto_1_0/online_meta.json +16 -7

results/aggregates/live_metadata.json CHANGED Viewed

@@ -1,5 +1,5 @@
 {
-  "generated_at": "2026-07-27T08:21:38.447346+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": 26708,
-  "num_unique_releases": 2647,
   "fixed_windows": {
     "1d": {
       "days": 1,
-      "num_model_releases": 180,
-      "num_unique_releases": 15,
       "ranking_scope": "Cumulative release history through reference_time",
       "metrics_scope": "Trailing 24 hours through reference_time"
     },
     "7d": {
       "days": 7,
-      "num_model_releases": 2532,
-      "num_unique_releases": 211,
       "ranking_scope": "Cumulative release history through reference_time",
       "metrics_scope": "Trailing 168 hours through reference_time"
     },
     "30d": {
       "days": 30,
-      "num_model_releases": 26361,
-      "num_unique_releases": 2596,
       "ranking_scope": "Cumulative release history through reference_time",
       "metrics_scope": "Trailing 720 hours through reference_time"
     }
   },
   "protocol_counts": {
     "historical-snapshot-recompute": 22388,
-    "prequential-v1": 4320
   }
 }

 {
+  "generated_at": "2026-07-27T08:35:28.287086+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": 26732,
+  "num_unique_releases": 2649,
   "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": 2556,
+      "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": 26385,
+      "num_unique_releases": 2598,
       "ranking_scope": "Cumulative release history through reference_time",
       "metrics_scope": "Trailing 720 hours through reference_time"
     }
   },
   "protocol_counts": {
     "historical-snapshot-recompute": 22388,
+    "prequential-v1": 4344
   }
 }

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-2,1548.3794050273602,12.453773794627422,0.17270475075668887,12.254213609411863,-7.7604242494472855,0.6705049782369451,11,2587,13,31.635416666666668,3758.8616123045717,-0.2222222222222223,0.0,7,15,0.8571428571428571,2026-07-26T06:35:00+00:00,2026-07-27T06:00:00+00:00
-2,Official,TiRex,1560.5374415069934,12.446441433167669,0.20971688373018527,16.17349371341472,-3.626401873959078,0.66815056041403,11,2578,13,31.635416666666668,3885.3090059025453,-0.3333333333333333,0.0,7,15,0.8571428571428571,2026-07-26T06:35:00+00:00,2026-07-27T06:00:00+00:00
-3,Official,TimesFM-2.5,1548.3324843942935,12.396170004103976,0.12708812262089147,12.254678236582683,0.21886912035128298,0.6085968117562308,11,2573,13,31.635416666666668,3758.811834233316,-0.2222222222222222,0.0,7,15,0.8571428571428571,2026-07-26T06:35:00+00:00,2026-07-27T06:00:00+00:00
-4,Official,Moirai-2.0,1548.532888942297,12.511836885385577,0.24389241252574625,12.271177164970888,-15.02235927659606,0.5800429634207075,11,1829,13,26.291666666666668,3758.941773877518,-0.2222222222222223,0.0,7,15,0.8571428571428571,2026-07-26T06:35:00+00:00,2026-07-27T06:00:00+00:00
-5,Official,TabPFN-TS,1548.5175314779049,12.500333181000409,0.21419600571955166,12.341892926311784,-2.232282505907786,0.5591996012916726,11,1719,13,28.291666666666668,3759.2170978716,-1.850371707708594e-17,0.0,7,15,0.8571428571428571,2026-07-26T06:35:00+00:00,2026-07-27T06:00:00+00:00
-6,Official,Chronos-Bolt,1548.593979318054,12.538081145274552,0.24185196186610167,12.322553472986517,-13.26915623454498,0.5233264704430721,11,1816,13,26.291666666666668,3759.2896370568537,0.11111111111111112,0.0,7,15,0.8571428571428571,2026-07-26T06:35:00+00:00,2026-07-27T06:00:00+00:00
-7,Official,Sundial,1548.460482734097,12.489093856651985,0.24040722987201188,12.276130338510356,-10.500079316589993,0.5087551919100227,11,2068,13,28.291666666666668,3758.7901105066826,-0.11111111111111116,0.0,7,15,0.8571428571428571,2026-07-26T06:35:00+00:00,2026-07-27T06:00:00+00:00
-8,Official,Seasonal-Naive,1548.5765065868052,12.553413812842509,0.1943675624370499,10.834847085767242,0.0,0.38569073767537465,11,2419,13,31.635416666666668,3758.870189536852,-0.346813371506627,0.0,7,15,0.8571428571428571,2026-07-26T06:35:00+00:00,2026-07-27T06:00:00+00:00
-9,Official,Moving-Average,1548.6024850158883,12.622099976806556,0.22275081794970988,12.416091451381964,-28.529656870336783,0.37732158392709825,11,2419,13,31.635416666666668,3758.898346962223,-0.11111111111111116,0.0,7,15,0.8571428571428571,2026-07-26T06:35:00+00:00,2026-07-27T06:00:00+00:00
-10,Official,ARIMA,1549.1496280687138,12.873084901699018,0.3490673899541417,12.610299001179863,-42.05062871180025,0.37558849685784607,11,2419,13,31.635416666666668,3759.309562552975,-0.2222222222222222,0.0,7,15,0.8571428571428571,2026-07-26T06:35:00+00:00,2026-07-27T06:00:00+00:00
-11,Official,Toto-1.0,2096.1945125553625,14.925155126791731,0.19463792758266316,10.98928005630553,-29.997548018426382,0.375284330882017,11,1843,13,26.291666666666668,4455.39530302831,-0.11111111111111116,0.0,7,15,0.8571428571428571,2026-07-26T06:35:00+00:00,2026-07-27T06:00:00+00:00
-12,Official,ETS,1550.9092766595754,13.312777933012638,0.7192766622447467,13.006848420874311,-44.08619394244606,0.3675382731849831,11,2419,13,31.635416666666668,3759.985502186201,-0.2222222222222222,0.0,7,15,0.8571428571428571,2026-07-26T06:35:00+00:00,2026-07-27T06:00:00+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-2,1548.3053107150604,12.430308222713025,0.17270475075668887,12.24579247074399,-8.47537458539892,0.6704419293135593,11,2589,13,31.635416666666668,3758.6792484572507,-0.26666666666666666,0.0,7,16,0.8571428571428571,2026-07-26T06:35:00+00:00,2026-07-27T06:00:00+00:00
+2,Official,TiRex,1560.4632842046663,12.42341224190344,0.20971688373018527,16.164878749810168,-4.340897878672511,0.668201202799718,11,2580,13,31.635416666666668,3885.126329630318,-0.3333333333333333,0.14285714285714285,7,16,0.8571428571428571,2026-07-26T06:35:00+00:00,2026-07-27T06:00:00+00:00
+3,Official,TimesFM-2.5,1548.2583404099084,12.373169093283275,0.12708812262089147,12.246751031685607,-0.49569074416690234,0.6085004537501596,11,2575,13,31.635416666666668,3758.629190509672,-0.08888888888888886,0.0,7,16,0.8571428571428571,2026-07-26T06:35:00+00:00,2026-07-27T06:00:00+00:00
+4,Official,Moirai-2.0,1548.4587314564262,12.488855781763263,0.24389241252574625,12.263294246392757,-15.73685373266317,0.5801012870899968,11,1831,13,26.291666666666668,3758.7590965889863,-0.0666666666666667,0.0,7,16,0.8571428571428571,2026-07-26T06:35:00+00:00,2026-07-27T06:00:00+00:00
+5,Official,TabPFN-TS,1548.4433671045538,12.477277796944731,0.21419600571955166,12.334009639773669,-2.9467455436055587,0.5591423981844946,11,1721,13,28.291666666666668,3759.03440533844,0.02222222222222227,0.0,7,16,0.8571428571428571,2026-07-26T06:35:00+00:00,2026-07-27T06:00:00+00:00
+6,Official,Chronos-Bolt,1548.5197767613206,12.515150256163437,0.24185196186610167,12.314756617536025,-13.983431736545768,0.5232308058979755,11,1818,13,26.291666666666668,3759.1068472451566,0.22222222222222224,0.0,7,16,0.8571428571428571,2026-07-26T06:35:00+00:00,2026-07-27T06:00:00+00:00
+7,Official,Sundial,1548.3873816606447,12.46585589094793,0.24040722987201188,12.268189062777681,-11.220156175767338,0.5086326292093876,11,2070,13,28.291666666666668,3758.6105910503684,-0.19999999999999998,0.0,7,16,0.8571428571428571,2026-07-26T06:35:00+00:00,2026-07-27T06:00:00+00:00
+8,Official,Seasonal-Naive,1548.5023056588357,12.530391940017859,0.1943675624370499,10.826866906397258,0.0,0.3857347740386782,11,2421,13,31.635416666666668,3758.687405527608,-0.32192962178900314,0.0,7,16,0.8571428571428571,2026-07-26T06:35:00+00:00,2026-07-27T06:00:00+00:00
+9,Official,Moving-Average,1548.5280916017607,12.59891584033391,0.22275081794970988,12.408118224967703,-29.243142223982137,0.37739391749822454,11,2421,13,31.635416666666668,3758.7152628508334,-0.2444444444444445,0.0,7,16,0.8571428571428571,2026-07-26T06:35:00+00:00,2026-07-27T06:00:00+00:00
+10,Official,ARIMA,1549.0766192772694,12.850104293418548,0.3490673899541417,12.60213382838688,-42.77082249865547,0.37569189045746304,11,2421,13,31.635416666666668,3759.129881043857,-0.35555555555555546,0.0,7,16,0.8571428571428571,2026-07-26T06:35:00+00:00,2026-07-27T06:00:00+00:00
+11,Official,Toto-1.0,2096.0940264096344,14.892372323551333,0.19463792758266316,10.98139207175706,-30.629587239905472,0.37533961953309486,11,1845,13,26.291666666666668,4455.183159364082,-0.15555555555555553,0.0,7,16,0.8571428571428571,2026-07-26T06:35:00+00:00,2026-07-27T06:00:00+00:00
+12,Official,ETS,1550.834589337461,13.289548297782265,0.7192766622447467,12.998958041280332,-44.798270617664585,0.367589092227248,11,2421,13,31.635416666666668,3759.8016940721427,-0.35555555555555546,0.0,7,16,0.8571428571428571,2026-07-26T06:35:00+00:00,2026-07-27T06:00:00+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-2,14.302362118022419,0.8741205935117051,0.15915153952677838,0.6388538313001597,23.61508710122108,0.6705049782369451,11,2587,13,31.635416666666668,137.85563607568525,0.04581309206612957,0.07692307692307693,13,2543,0.8461538461538461,2026-06-27T23:00:00+00:00,2026-07-27T06:00:00+00:00
-2,Official,TiRex,14.483688448915219,0.8790845778260691,0.1957466916413232,0.6731110504953902,24.674198714506687,0.66815056041403,11,2578,13,31.635416666666668,140.62010559053286,0.04609714381349691,0.15384615384615385,13,2530,0.8461538461538461,2026-06-27T23:00:00+00:00,2026-07-27T06:00:00+00:00
-3,Official,TimesFM-2.5,14.361920176055653,0.8751916467644082,0.1365375709357373,0.7172072654409736,23.930410983620398,0.6085968117562308,11,2573,13,31.635416666666668,138.12118896122902,0.05024867819271579,0.23076923076923078,13,2524,0.8461538461538461,2026-06-27T23:00:00+00:00,2026-07-27T06:00:00+00:00
-4,Official,Moirai-2.0,18.020262681442667,0.9265704618395638,0.2383069015682701,0.6714096671112408,22.21875479009456,0.5800429634207075,11,1829,13,26.291666666666668,158.24830168928244,0.08055093943127925,0.15384615384615385,13,1829,0.8461538461538461,2026-06-30T23:00:00+00:00,2026-07-27T06:00:00+00:00
-5,Official,TabPFN-TS,19.788934846121737,0.9750416572092399,0.19978599264691327,0.8194480978800747,18.576792267823926,0.5591996012916726,11,1719,13,28.291666666666668,165.97212764014134,0.05754014813447953,0.15384615384615385,13,1722,0.8461538461538461,2026-06-28T23:00:00+00:00,2026-07-27T06:00:00+00:00
-6,Official,Chronos-Bolt,18.30367004981791,0.9737407978625814,0.2729649824440103,0.7206651149364282,11.525753662979014,0.5233264704430721,11,1816,13,26.291666666666668,159.23982655519256,0.04114842145617638,0.15384615384615385,13,1816,0.8461538461538461,2026-06-30T23:00:00+00:00,2026-07-27T06:00:00+00:00
-7,Official,Sundial,17.63213939463063,1.016045942021933,0.222207550246795,0.7672153028495476,15.83198879517587,0.5087551919100227,11,2068,13,28.291666666666668,152.94624232920492,0.019240866229097594,0.3076923076923077,13,2070,0.8461538461538461,2026-06-28T23:00:00+00:00,2026-07-27T06:00:00+00:00
-8,Official,Seasonal-Naive,16.195043089646028,1.2345370402760865,0.3632179957230655,0.961514854183767,0.0,0.38569073767537465,11,2419,13,31.635416666666668,143.2732621365715,0.050517403241958046,0.23076923076923078,13,2377,0.8461538461538461,2026-06-27T18:15:00+00:00,2026-07-27T06:00:00+00:00
-9,Official,Moving-Average,15.94128927403904,1.1427106450063804,0.33813987685632535,0.9184068024110027,2.940420749581851,0.37732158392709825,11,2419,13,31.635416666666668,143.5298034388696,0.0777398891370435,0.15384615384615385,13,2369,0.8461538461538461,2026-06-27T18:15:00+00:00,2026-07-27T06:00:00+00:00
-10,Official,ARIMA,15.857685422123058,1.1423665406308336,0.3461960530272208,0.8982678378725144,1.9646287028079235,0.37558849685784607,11,2419,13,31.635416666666668,143.53634104455247,0.04902545383956973,0.15384615384615385,13,2369,0.8461538461538461,2026-06-27T18:15:00+00:00,2026-07-27T06:00:00+00:00
-11,Official,Toto-1.0,29.10812848308551,1.6663408508343933,0.2821811685930113,0.7023335957579813,-18.83794087501955,0.375284330882017,11,1843,13,26.291666666666668,216.0827453031766,-0.0007555471728440997,0.15384615384615385,13,1843,0.8461538461538461,2026-06-30T23:00:00+00:00,2026-07-27T06:00:00+00:00
-12,Official,ETS,17.65238645904614,1.4024331570230073,0.3127851208314175,1.1116278268527617,-3.5249208781528294,0.3675382731849831,11,2419,13,31.635416666666668,148.41329088010286,0.05676770655377553,0.15384615384615385,13,2369,0.8461538461538461,2026-06-27T18:15:00+00:00,2026-07-27T06:00:00+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-2,14.300519225813277,0.8740271945733552,0.15915153952677838,0.6388131632889608,23.594496726854214,0.6704419293135593,11,2589,13,31.635416666666668,137.8453562501937,0.04601607918606417,0.07692307692307693,13,2545,0.8461538461538461,2026-06-27T23:00:00+00:00,2026-07-27T06:00:00+00:00
+2,Official,TiRex,14.481833265103045,0.878991543272076,0.1957466916413232,0.6730698281579647,24.653608149734605,0.668201202799718,11,2580,13,31.635416666666668,140.6097682104517,0.04623517690964399,0.15384615384615385,13,2532,0.8461538461538461,2026-06-27T23:00:00+00:00,2026-07-27T06:00:00+00:00
+3,Official,TimesFM-2.5,14.360065010270706,0.8750985562059258,0.1365375709357373,0.7171698501474171,23.90911901518848,0.6085004537501596,11,2575,13,31.635416666666668,138.11085175203598,0.0505799927200259,0.23076923076923078,13,2526,0.8461538461538461,2026-06-27T23:00:00+00:00,2026-07-27T06:00:00+00:00
+4,Official,Moirai-2.0,18.016401732140835,0.9263773013429362,0.2383069015682701,0.6713328447785669,22.186011547859856,0.5801012870899968,11,1831,13,26.291666666666668,158.23044234615878,0.08085617864962653,0.15384615384615385,13,1831,0.8461538461538461,2026-06-30T23:00:00+00:00,2026-07-27T06:00:00+00:00
+5,Official,TabPFN-TS,19.784813720613155,0.9748341968253758,0.19978599264691327,0.8193658800503064,18.543816558171315,0.5591423981844946,11,1721,13,28.291666666666668,165.95337972467377,0.058085723063450494,0.15384615384615385,13,1724,0.8461538461538461,2026-06-28T23:00:00+00:00,2026-07-27T06:00:00+00:00
+6,Official,Chronos-Bolt,18.299767915283777,0.97354656347689,0.2729649824440103,0.7205884108499178,11.493013765058075,0.5232308058979755,11,1818,13,26.291666666666668,159.2218255870079,0.04168690991736047,0.15384615384615385,13,1818,0.8461538461538461,2026-06-30T23:00:00+00:00,2026-07-27T06:00:00+00:00
+7,Official,Sundial,17.629424143943314,1.0159176096012592,0.222207550246795,0.7671628569981324,15.8083492903629,0.5086326292093876,11,2070,13,28.291666666666668,152.93250505218018,0.019555235938086137,0.3076923076923077,13,2072,0.8461538461538461,2026-06-28T23:00:00+00:00,2026-07-27T06:00:00+00:00
+8,Official,Seasonal-Naive,16.192955090077366,1.2344069482157742,0.3632179957230655,0.9614638787020723,0.0,0.3857347740386782,11,2421,13,31.635416666666668,143.26239744969956,0.050296746687594866,0.23076923076923078,13,2379,0.8461538461538461,2026-06-27T18:15:00+00:00,2026-07-27T06:00:00+00:00
+9,Official,Moving-Average,15.939277483482392,1.1426026606706134,0.33813987685632535,0.9183556452874707,2.9205940618126354,0.37739391749822454,11,2421,13,31.635416666666668,143.51887295727585,0.07779805076936784,0.15384615384615385,13,2371,0.8461538461538461,2026-06-27T18:15:00+00:00,2026-07-27T06:00:00+00:00
+10,Official,ARIMA,15.855689379414791,1.14226284984453,0.3461960530272208,0.8982213881020263,1.9445781558055786,0.37569189045746304,11,2421,13,31.635416666666668,143.52541875340773,0.049075134375621624,0.15384615384615385,13,2371,0.8461538461538461,2026-06-27T18:15:00+00:00,2026-07-27T06:00:00+00:00
+11,Official,Toto-1.0,29.103085998717408,1.665704717835266,0.2821811685930113,0.7022552448028581,-18.84334313238527,0.37533961953309486,11,1845,13,26.291666666666668,216.0646042780212,-0.0018535569389039586,0.15384615384615385,13,1845,0.8461538461538461,2026-06-30T23:00:00+00:00,2026-07-27T06:00:00+00:00
+12,Official,ETS,17.650384911685123,1.4023313053979365,0.3127851208314175,1.1115824080164765,-3.54498113272017,0.367589092227248,11,2421,13,31.635416666666668,148.40236078302183,0.056823860364491004,0.15384615384615385,13,2371,0.8461538461538461,2026-06-27T18:15:00+00:00,2026-07-27T06:00:00+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-2,121.79522920767035,1.8408330576404381,0.14266564008504018,1.6291149085736436,15.521675942184048,0.6705049782369451,11,2587,13,31.635416666666668,458.66380060555565,-0.12123656639647246,0.08333333333333333,12,211,0.8333333333333334,2026-07-20T06:30:00+00:00,2026-07-27T06:00:00+00:00
-2,Official,TiRex,122.63275960826475,1.8177284563916747,0.14407085173472997,1.9060797152269409,17.428726355029212,0.66815056041403,11,2578,13,31.635416666666668,467.5601946324652,-0.19092680716963606,0.0,12,211,0.8333333333333334,2026-07-20T06:30:00+00:00,2026-07-27T06:00:00+00:00
-3,Official,TimesFM-2.5,121.71219788980113,1.8096553497141177,0.11744795320597771,1.6867264291198205,16.86279047912982,0.6085968117562308,11,2573,13,31.635416666666668,458.44846532741104,-0.12618189738801563,0.0,12,211,0.8333333333333334,2026-07-20T06:30:00+00:00,2026-07-27T06:00:00+00:00
-4,Official,Moirai-2.0,121.79839907305957,1.8497682459073277,0.15730026428365837,1.6043869211375972,14.260464567661124,0.5800429634207075,11,1829,13,26.291666666666668,458.51670651708105,-0.07899840112343696,0.0,12,211,0.8333333333333334,2026-07-20T06:30:00+00:00,2026-07-27T06:00:00+00:00
-5,Official,TabPFN-TS,121.99192383268,1.9299615434715902,0.16825542968758253,1.7992568654637349,8.086176653918846,0.5591996012916726,11,1719,13,28.291666666666668,458.70015745468373,-0.10059799932287943,0.0,12,211,0.8333333333333334,2026-07-20T06:30:00+00:00,2026-07-27T06:00:00+00:00
-6,Official,Chronos-Bolt,121.9126868564806,1.8898059620646857,0.16994986881003146,1.6774817469536705,4.73122709889319,0.5233264704430721,11,1816,13,26.291666666666668,458.7339988921174,-0.03545178080165346,0.0,12,211,0.8333333333333334,2026-07-20T06:30:00+00:00,2026-07-27T06:00:00+00:00
-7,Official,Sundial,122.05699354509834,1.906458632780671,0.17173930543483165,1.7013862297583362,11.625958478962692,0.5087551919100227,11,2068,13,28.291666666666668,458.6710405914351,-0.0732257247999377,0.0,12,211,0.8333333333333334,2026-07-20T06:30:00+00:00,2026-07-27T06:00:00+00:00
-8,Official,Seasonal-Naive,122.36856919672611,2.061374854204946,0.21992736837908536,1.6867509736125852,0.0,0.38569073767537465,11,2419,13,31.635416666666668,458.8230083589777,-0.12563506322042065,0.08333333333333333,12,211,0.8333333333333334,2026-07-20T06:30:00+00:00,2026-07-27T06:00:00+00:00
-9,Official,Moving-Average,122.19831379350717,2.0242820808228963,0.21584932515960312,1.830077907786949,-2.8967321367315466,0.37732158392709825,11,2419,13,31.635416666666668,458.7589085120451,0.0772468177470178,0.08333333333333333,12,211,0.8333333333333334,2026-07-20T06:30:00+00:00,2026-07-27T06:00:00+00:00
-10,Official,ARIMA,122.19989650857464,2.074944324309902,0.2084460353495797,1.7952722405274322,-6.43597258615605,0.37558849685784607,11,2419,13,31.635416666666668,458.7535710835898,0.05524308043890563,0.08333333333333333,12,211,0.8333333333333334,2026-07-20T06:30:00+00:00,2026-07-27T06:00:00+00:00
-11,Official,Toto-1.0,164.86047460756018,2.477629271997993,0.15623694088210113,1.5636064921742587,-24.652599916841055,0.375284330882017,11,1843,13,26.291666666666668,588.3810238579598,-0.09368050066803751,0.08333333333333333,12,211,0.8333333333333334,2026-07-20T06:30:00+00:00,2026-07-27T06:00:00+00:00
-12,Official,ETS,123.27385999413708,2.340569846629386,0.3161753484053874,2.0688188866971564,-11.460783400124631,0.3675382731849831,11,2419,13,31.635416666666668,460.09059175119205,0.047872289052358054,0.0,12,211,0.8333333333333334,2026-07-20T06:30:00+00:00,2026-07-27T06:00:00+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-2,121.79402355141075,1.8402802252608843,0.14266564008504018,1.6288849278522575,15.315589867301759,0.6704419293135593,11,2589,13,31.635416666666668,458.66103678018226,-0.12384231041157036,0.08333333333333333,12,213,0.8333333333333334,2026-07-20T06:30:00+00:00,2026-07-27T06:00:00+00:00
+2,Official,TiRex,122.6316834986725,1.8172881334032283,0.14407085173472997,1.9058919255522488,17.222633430521714,0.668201202799718,11,2580,13,31.635416666666668,467.55740776191595,-0.19363088114756782,0.0,12,213,0.8333333333333334,2026-07-20T06:30:00+00:00,2026-07-27T06:00:00+00:00
+3,Official,TimesFM-2.5,121.71111602772142,1.8091923400055867,0.11744795320597771,1.6865492987383792,16.656708086890177,0.6085004537501596,11,2575,13,31.635416666666668,458.44568103734696,-0.12648602714776858,0.0,12,213,0.8333333333333334,2026-07-20T06:30:00+00:00,2026-07-27T06:00:00+00:00
+4,Official,Moirai-2.0,121.79732296896123,1.8493305559296322,0.15730026428365837,1.6042316812408075,14.05437764814122,0.5801012870899968,11,1831,13,26.291666666666668,458.51391963232294,-0.07903753955491886,0.0,12,213,0.8333333333333334,2026-07-20T06:30:00+00:00,2026-07-27T06:00:00+00:00
+5,Official,TabPFN-TS,121.99083033727611,1.9294746101736282,0.16825542968758253,1.799085097353163,7.880742081496913,0.5591423981844946,11,1721,13,28.291666666666668,458.69737627319097,-0.10135571751099272,0.0,12,213,0.8333333333333334,2026-07-20T06:30:00+00:00,2026-07-27T06:00:00+00:00
+6,Official,Chronos-Bolt,121.91161019153078,1.889372832019374,0.16994986881003146,1.6773320371898832,4.525251708973868,0.5232308058979755,11,1818,13,26.291666666666668,458.731210309442,-0.035619519212763455,0.0,12,213,0.8333333333333334,2026-07-20T06:30:00+00:00,2026-07-27T06:00:00+00:00
+7,Official,Sundial,122.05591077700562,1.9060216671675,0.17173930543483165,1.7012301011936577,11.430349789449524,0.5086326292093876,11,2070,13,28.291666666666668,458.66830477769685,-0.07563918082852163,0.0,12,213,0.8333333333333334,2026-07-20T06:30:00+00:00,2026-07-27T06:00:00+00:00
+8,Official,Seasonal-Naive,122.36655215462683,2.060532659959938,0.21992736837908536,1.6864626069820725,0.0,0.3857347740386782,11,2421,13,31.635416666666668,458.819772299435,-0.1288994089749542,0.08333333333333333,12,213,0.8333333333333334,2026-07-20T06:30:00+00:00,2026-07-27T06:00:00+00:00
+9,Official,Moving-Average,122.19707690145945,2.0237214719703,0.21584932515960312,1.829766342516832,-3.0923693786194693,0.37739391749822454,11,2421,13,31.635416666666668,458.7561421935601,0.07375109079144743,0.08333333333333333,12,213,0.8333333333333334,2026-07-20T06:30:00+00:00,2026-07-27T06:00:00+00:00
+10,Official,ARIMA,122.1988180159754,2.0744676926781462,0.2084460353495797,1.7950584386037425,-6.636892379165128,0.37569189045746304,11,2421,13,31.635416666666668,458.75083456908214,0.05178013013761323,0.08333333333333333,12,213,0.8333333333333334,2026-07-20T06:30:00+00:00,2026-07-27T06:00:00+00:00
+11,Official,Toto-1.0,164.85192571430247,2.474087735831255,0.15623694088210113,1.5634481322147977,-24.69904755454732,0.37533961953309486,11,1845,13,26.291666666666668,588.372751130909,-0.09986128571207122,0.08333333333333333,12,213,0.8333333333333334,2026-07-20T06:30:00+00:00,2026-07-27T06:00:00+00:00
+12,Official,ETS,123.27276047873146,2.340119921703462,0.3161753484053874,2.068624573728338,-11.661776761985204,0.367589092227248,11,2421,13,31.635416666666668,460.0877922424043,0.04434378544250971,0.0,12,213,0.8333333333333334,2026-07-20T06:30:00+00:00,2026-07-27T06:00:00+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-2,14.304151487673652,0.8754792232074344,0.1592738287255013,0.6396943646522306,23.59632097203581,0.6705049782369451,11,2587,13,31.635416666666668,137.85676323762397,0.042369242468433814,0.15384615384615385,13,2592,0.8461538461538461,2026-06-25T14:45:00+00:00,2026-07-27T06:00:00+00:00
-2,Official,TiRex,14.483968032711486,0.8795488805976455,0.1957959842920363,0.6733871891478633,24.748296407908825,0.66815056041403,11,2578,13,31.635416666666668,140.61955446524155,0.04384298771318697,0.15384615384615385,13,2578,0.8461538461538461,2026-06-25T14:45:00+00:00,2026-07-27T06:00:00+00:00
-3,Official,TimesFM-2.5,14.364093749224763,0.8766958930627886,0.1366921526087996,0.7182350240436498,23.906685562687034,0.6085968117562308,11,2573,13,31.635416666666668,138.1234214553521,0.046648289976942967,0.23076923076923078,13,2573,0.8461538461538461,2026-06-25T14:45:00+00:00,2026-07-27T06:00:00+00:00
-4,Official,Moirai-2.0,18.020262681442667,0.9265704618395638,0.2383069015682701,0.6714096671112408,22.21875479009456,0.5800429634207075,11,1829,13,26.291666666666668,158.24830168928244,0.08055093943127925,0.15384615384615385,13,1829,0.8461538461538461,2026-06-30T23:00:00+00:00,2026-07-27T06:00:00+00:00
-5,Official,TabPFN-TS,19.788934846121737,0.9750416572092399,0.19978599264691327,0.8194480978800747,18.576792267823926,0.5591996012916726,11,1719,13,28.291666666666668,165.97212764014134,0.05754014813447953,0.15384615384615385,13,1722,0.8461538461538461,2026-06-28T23:00:00+00:00,2026-07-27T06:00:00+00:00
-6,Official,Chronos-Bolt,18.30367004981791,0.9737407978625814,0.2729649824440103,0.7206651149364282,11.525753662979014,0.5233264704430721,11,1816,13,26.291666666666668,159.23982655519256,0.04114842145617638,0.15384615384615385,13,1816,0.8461538461538461,2026-06-30T23:00:00+00:00,2026-07-27T06:00:00+00:00
-7,Official,Sundial,17.63213939463063,1.016045942021933,0.222207550246795,0.7672153028495476,15.83198879517587,0.5087551919100227,11,2068,13,28.291666666666668,152.94624232920492,0.019240866229097594,0.3076923076923077,13,2070,0.8461538461538461,2026-06-28T23:00:00+00:00,2026-07-27T06:00:00+00:00
-8,Official,Seasonal-Naive,16.196630920698034,1.2357503653882382,0.36335017969535677,0.962540346964931,0.0,0.38569073767537465,11,2419,13,31.635416666666668,143.2735658957251,0.04738663088041646,0.23076923076923078,13,2428,0.8461538461538461,2026-06-25T14:25:00+00:00,2026-07-27T06:00:00+00:00
-9,Official,Moving-Average,15.944912412954624,1.1443731761707872,0.3383356864450747,0.9198321345891072,2.943129597460967,0.37732158392709825,11,2419,13,31.635416666666668,143.53250142538957,0.07320026921280819,0.15384615384615385,13,2419,0.8461538461538461,2026-06-25T14:45:00+00:00,2026-07-27T06:00:00+00:00
-10,Official,ARIMA,15.867460628905743,1.145232585575567,0.34647694676363644,0.9005369190596346,1.9333300321223787,0.37558849685784607,11,2419,13,31.635416666666668,143.54859304018908,0.04345267903602569,0.15384615384615385,13,2419,0.8461538461538461,2026-06-25T14:45:00+00:00,2026-07-27T06:00:00+00:00
-11,Official,Toto-1.0,29.10812848308551,1.6663408508343933,0.2821811685930113,0.7023335957579813,-18.83794087501955,0.375284330882017,11,1843,13,26.291666666666668,216.0827453031766,-0.0007555471728440997,0.15384615384615385,13,1843,0.8461538461538461,2026-06-30T23:00:00+00:00,2026-07-27T06:00:00+00:00
-12,Official,ETS,17.67933916815039,1.4071971555174474,0.313296353075224,1.1156514575280854,-3.5514067667668288,0.3675382731849831,11,2419,13,31.635416666666668,148.44358577040765,0.05072531589600025,0.15384615384615385,13,2419,0.8461538461538461,2026-06-25T14:45:00+00:00,2026-07-27T06:00:00+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-2,14.302308595464511,0.8753858242690844,0.1592738287255013,0.6396536966410316,23.575730597668944,0.6704419293135593,11,2589,13,31.635416666666668,137.84648341213241,0.04257222958836842,0.15384615384615385,13,2594,0.8461538461538461,2026-06-25T14:45:00+00:00,2026-07-27T06:00:00+00:00
+2,Official,TiRex,14.482112848899312,0.8794558460436523,0.1957959842920363,0.6733459668104376,24.72770584313674,0.668201202799718,11,2580,13,31.635416666666668,140.60921708516042,0.04398102080933405,0.15384615384615385,13,2580,0.8461538461538461,2026-06-25T14:45:00+00:00,2026-07-27T06:00:00+00:00
+3,Official,TimesFM-2.5,14.362238583439815,0.8766028025043062,0.1366921526087996,0.7181976087500934,23.885393594255113,0.6085004537501596,11,2575,13,31.635416666666668,138.11308424615902,0.04697960450425308,0.23076923076923078,13,2575,0.8461538461538461,2026-06-25T14:45:00+00:00,2026-07-27T06:00:00+00:00
+4,Official,Moirai-2.0,18.016401732140835,0.9263773013429362,0.2383069015682701,0.6713328447785669,22.186011547859856,0.5801012870899968,11,1831,13,26.291666666666668,158.23044234615878,0.08085617864962653,0.15384615384615385,13,1831,0.8461538461538461,2026-06-30T23:00:00+00:00,2026-07-27T06:00:00+00:00
+5,Official,TabPFN-TS,19.784813720613155,0.9748341968253758,0.19978599264691327,0.8193658800503064,18.543816558171315,0.5591423981844946,11,1721,13,28.291666666666668,165.95337972467377,0.058085723063450494,0.15384615384615385,13,1724,0.8461538461538461,2026-06-28T23:00:00+00:00,2026-07-27T06:00:00+00:00
+6,Official,Chronos-Bolt,18.299767915283777,0.97354656347689,0.2729649824440103,0.7205884108499178,11.493013765058075,0.5232308058979755,11,1818,13,26.291666666666668,159.2218255870079,0.04168690991736047,0.15384615384615385,13,1818,0.8461538461538461,2026-06-30T23:00:00+00:00,2026-07-27T06:00:00+00:00
+7,Official,Sundial,17.629424143943314,1.0159176096012592,0.222207550246795,0.7671628569981324,15.8083492903629,0.5086326292093876,11,2070,13,28.291666666666668,152.93250505218018,0.019555235938086137,0.3076923076923077,13,2072,0.8461538461538461,2026-06-28T23:00:00+00:00,2026-07-27T06:00:00+00:00
+8,Official,Seasonal-Naive,16.194542921129372,1.235620273327926,0.36335017969535677,0.9624893714832365,0.0,0.3857347740386782,11,2421,13,31.635416666666668,143.2627012088532,0.04716597432605328,0.23076923076923078,13,2430,0.8461538461538461,2026-06-25T14:25:00+00:00,2026-07-27T06:00:00+00:00
+9,Official,Moving-Average,15.942900622397973,1.1442651918350202,0.3383356864450747,0.9197809774655751,2.9233029096917513,0.37739391749822454,11,2421,13,31.635416666666668,143.5215709437958,0.07325843084513253,0.15384615384615385,13,2421,0.8461538461538461,2026-06-25T14:45:00+00:00,2026-07-27T06:00:00+00:00
+10,Official,ARIMA,15.865464586197476,1.145128894789263,0.34647694676363644,0.9004904692891468,1.9132794851200339,0.37569189045746304,11,2421,13,31.635416666666668,143.53767074904434,0.04350235957207759,0.15384615384615385,13,2421,0.8461538461538461,2026-06-25T14:45:00+00:00,2026-07-27T06:00:00+00:00
+11,Official,Toto-1.0,29.103085998717408,1.665704717835266,0.2821811685930113,0.7022552448028581,-18.84334313238527,0.37533961953309486,11,1845,13,26.291666666666668,216.0646042780212,-0.0018535569389039586,0.15384615384615385,13,1845,0.8461538461538461,2026-06-30T23:00:00+00:00,2026-07-27T06:00:00+00:00
+12,Official,ETS,17.67733762078937,1.4070953038923764,0.313296353075224,1.1156060386918,-3.5714670213341693,0.367589092227248,11,2421,13,31.635416666666668,148.43265567332665,0.05078146970671572,0.15384615384615385,13,2421,0.8461538461538461,2026-06-25T14:45:00+00:00,2026-07-27T06:00:00+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-2,0.6705049782369451,11,2587,13,31.635416666666668
-2,Official,TiRex,0.66815056041403,11,2578,13,31.635416666666668
-3,Official,TimesFM-2.5,0.6085968117562308,11,2573,13,31.635416666666668
-4,Official,Moirai-2.0,0.5800429634207075,11,1829,13,26.291666666666668
-5,Official,TabPFN-TS,0.5591996012916726,11,1719,13,28.291666666666668
-6,Official,Chronos-Bolt,0.5233264704430721,11,1816,13,26.291666666666668
-7,Official,Sundial,0.5087551919100227,11,2068,13,28.291666666666668
-8,Official,Seasonal-Naive,0.38569073767537465,11,2419,13,31.635416666666668
-9,Official,Moving-Average,0.37732158392709825,11,2419,13,31.635416666666668
-10,Official,ARIMA,0.37558849685784607,11,2419,13,31.635416666666668
-11,Official,Toto-1.0,0.375284330882017,11,1843,13,26.291666666666668
-12,Official,ETS,0.3675382731849831,11,2419,13,31.635416666666668

 Rank,Status,model,WinRate,eligible_opponents,shared_releases,shared_datasets,covered_span_days
+1,Official,Chronos-2,0.6704419293135593,11,2589,13,31.635416666666668
+2,Official,TiRex,0.668201202799718,11,2580,13,31.635416666666668
+3,Official,TimesFM-2.5,0.6085004537501596,11,2575,13,31.635416666666668
+4,Official,Moirai-2.0,0.5801012870899968,11,1831,13,26.291666666666668
+5,Official,TabPFN-TS,0.5591423981844946,11,1721,13,28.291666666666668
+6,Official,Chronos-Bolt,0.5232308058979755,11,1818,13,26.291666666666668
+7,Official,Sundial,0.5086326292093876,11,2070,13,28.291666666666668
+8,Official,Seasonal-Naive,0.3857347740386782,11,2421,13,31.635416666666668
+9,Official,Moving-Average,0.37739391749822454,11,2421,13,31.635416666666668
+10,Official,ARIMA,0.37569189045746304,11,2421,13,31.635416666666668
+11,Official,Toto-1.0,0.37533961953309486,11,1845,13,26.291666666666668
+12,Official,ETS,0.367589092227248,11,2421,13,31.635416666666668

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-2,0.6705049782369451,11,2587,13,31.635416666666668
-2,Official,TiRex,0.66815056041403,11,2578,13,31.635416666666668
-3,Official,TimesFM-2.5,0.6085968117562308,11,2573,13,31.635416666666668
-4,Official,Moirai-2.0,0.5800429634207075,11,1829,13,26.291666666666668
-5,Official,TabPFN-TS,0.5591996012916726,11,1719,13,28.291666666666668
-6,Official,Chronos-Bolt,0.5233264704430721,11,1816,13,26.291666666666668
-7,Official,Sundial,0.5087551919100227,11,2068,13,28.291666666666668
-8,Official,Seasonal-Naive,0.38569073767537465,11,2419,13,31.635416666666668
-9,Official,Moving-Average,0.37732158392709825,11,2419,13,31.635416666666668
-10,Official,ARIMA,0.37558849685784607,11,2419,13,31.635416666666668
-11,Official,Toto-1.0,0.375284330882017,11,1843,13,26.291666666666668
-12,Official,ETS,0.3675382731849831,11,2419,13,31.635416666666668

 Rank,Status,model,WinRate,eligible_opponents,shared_releases,shared_datasets,covered_span_days
+1,Official,Chronos-2,0.6704419293135593,11,2589,13,31.635416666666668
+2,Official,TiRex,0.668201202799718,11,2580,13,31.635416666666668
+3,Official,TimesFM-2.5,0.6085004537501596,11,2575,13,31.635416666666668
+4,Official,Moirai-2.0,0.5801012870899968,11,1831,13,26.291666666666668
+5,Official,TabPFN-TS,0.5591423981844946,11,1721,13,28.291666666666668
+6,Official,Chronos-Bolt,0.5232308058979755,11,1818,13,26.291666666666668
+7,Official,Sundial,0.5086326292093876,11,2070,13,28.291666666666668
+8,Official,Seasonal-Naive,0.3857347740386782,11,2421,13,31.635416666666668
+9,Official,Moving-Average,0.37739391749822454,11,2421,13,31.635416666666668
+10,Official,ARIMA,0.37569189045746304,11,2421,13,31.635416666666668
+11,Official,Toto-1.0,0.37533961953309486,11,1845,13,26.291666666666668
+12,Official,ETS,0.367589092227248,11,2421,13,31.635416666666668

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-2,0.6705049782369451,11,2587,13,31.635416666666668
-2,Official,TiRex,0.66815056041403,11,2578,13,31.635416666666668
-3,Official,TimesFM-2.5,0.6085968117562308,11,2573,13,31.635416666666668
-4,Official,Moirai-2.0,0.5800429634207075,11,1829,13,26.291666666666668
-5,Official,TabPFN-TS,0.5591996012916726,11,1719,13,28.291666666666668
-6,Official,Chronos-Bolt,0.5233264704430721,11,1816,13,26.291666666666668
-7,Official,Sundial,0.5087551919100227,11,2068,13,28.291666666666668
-8,Official,Seasonal-Naive,0.38569073767537465,11,2419,13,31.635416666666668
-9,Official,Moving-Average,0.37732158392709825,11,2419,13,31.635416666666668
-10,Official,ARIMA,0.37558849685784607,11,2419,13,31.635416666666668
-11,Official,Toto-1.0,0.375284330882017,11,1843,13,26.291666666666668
-12,Official,ETS,0.3675382731849831,11,2419,13,31.635416666666668

 Rank,Status,model,WinRate,eligible_opponents,shared_releases,shared_datasets,covered_span_days
+1,Official,Chronos-2,0.6704419293135593,11,2589,13,31.635416666666668
+2,Official,TiRex,0.668201202799718,11,2580,13,31.635416666666668
+3,Official,TimesFM-2.5,0.6085004537501596,11,2575,13,31.635416666666668
+4,Official,Moirai-2.0,0.5801012870899968,11,1831,13,26.291666666666668
+5,Official,TabPFN-TS,0.5591423981844946,11,1721,13,28.291666666666668
+6,Official,Chronos-Bolt,0.5232308058979755,11,1818,13,26.291666666666668
+7,Official,Sundial,0.5086326292093876,11,2070,13,28.291666666666668
+8,Official,Seasonal-Naive,0.3857347740386782,11,2421,13,31.635416666666668
+9,Official,Moving-Average,0.37739391749822454,11,2421,13,31.635416666666668
+10,Official,ARIMA,0.37569189045746304,11,2421,13,31.635416666666668
+11,Official,Toto-1.0,0.37533961953309486,11,1845,13,26.291666666666668
+12,Official,ETS,0.367589092227248,11,2421,13,31.635416666666668

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-2,0.6705049782369451,11,2587,13,31.635416666666668
-2,Official,TiRex,0.66815056041403,11,2578,13,31.635416666666668
-3,Official,TimesFM-2.5,0.6085968117562308,11,2573,13,31.635416666666668
-4,Official,Moirai-2.0,0.5800429634207075,11,1829,13,26.291666666666668
-5,Official,TabPFN-TS,0.5591996012916726,11,1719,13,28.291666666666668
-6,Official,Chronos-Bolt,0.5233264704430721,11,1816,13,26.291666666666668
-7,Official,Sundial,0.5087551919100227,11,2068,13,28.291666666666668
-8,Official,Seasonal-Naive,0.38569073767537465,11,2419,13,31.635416666666668
-9,Official,Moving-Average,0.37732158392709825,11,2419,13,31.635416666666668
-10,Official,ARIMA,0.37558849685784607,11,2419,13,31.635416666666668
-11,Official,Toto-1.0,0.375284330882017,11,1843,13,26.291666666666668
-12,Official,ETS,0.3675382731849831,11,2419,13,31.635416666666668

 Rank,Status,model,WinRate,eligible_opponents,shared_releases,shared_datasets,covered_span_days
+1,Official,Chronos-2,0.6704419293135593,11,2589,13,31.635416666666668
+2,Official,TiRex,0.668201202799718,11,2580,13,31.635416666666668
+3,Official,TimesFM-2.5,0.6085004537501596,11,2575,13,31.635416666666668
+4,Official,Moirai-2.0,0.5801012870899968,11,1831,13,26.291666666666668
+5,Official,TabPFN-TS,0.5591423981844946,11,1721,13,28.291666666666668
+6,Official,Chronos-Bolt,0.5232308058979755,11,1818,13,26.291666666666668
+7,Official,Sundial,0.5086326292093876,11,2070,13,28.291666666666668
+8,Official,Seasonal-Naive,0.3857347740386782,11,2421,13,31.635416666666668
+9,Official,Moving-Average,0.37739391749822454,11,2421,13,31.635416666666668
+10,Official,ARIMA,0.37569189045746304,11,2421,13,31.635416666666668
+11,Official,Toto-1.0,0.37533961953309486,11,1845,13,26.291666666666668
+12,Official,ETS,0.367589092227248,11,2421,13,31.635416666666668

results/aggregates/live_release_metrics.csv CHANGED Viewed

@@ -812,6 +812,7 @@ future-0c15576039036796d45b,2026-07-14T15:20:00+00:00,2026-07-15T15:48:03.284992
 future-0c2242725d6e3ca6c5e3,2026-07-15T23:00:00+00:00,2026-07-18T08:17:10.455486+00:00,2026-07-17T08:51:54.666336+00:00,prequential-v1,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,ARIMA,livehouse-canonical-v1,4.170943818034101,2.042288867431368,0.12888000045812045,1.6820898251603051,-89.20372192289841,True
 future-0d91bb331f2b76934945,2026-07-20T22:25:00+00:00,2026-07-21T01:38:06.716483+00:00,2026-07-20T16:25:49.587102+00:00,prequential-v1,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,ARIMA,livehouse-canonical-v1,40.83822498936772,6.390479245672246,0.12168112751723166,4.991680555454278,12.492696875668852,True
 future-0f42482e5d99417616f1,2026-07-18T06:05:00+00:00,2026-07-19T21:20:30.819691+00:00,2026-07-19T20:53:54.236553+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-0fd8f6490c8546bcd951,2026-07-18T16:00:00+00:00,2026-07-18T16:12:34.806906+00:00,2026-07-17T16:43:13.175929+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,ARIMA,livehouse-canonical-v1,0.5783061775160325,0.7604644485549817,0.02064526731642673,1.2872306089506549,-2.3030728317160256,True
 future-10a00d569bf21d639023,2026-07-19T16:00:00+00:00,2026-07-19T18:53:24.725589+00:00,2026-07-18T16:12:34.887812+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,ARIMA,livehouse-canonical-v1,1.1480194799646328,1.0714567093283016,0.018248280940370967,1.876092636694781,-1.8626405043590786,True
 future-10c309e0c6bd8c7bc4e0,2026-07-25T02:20:00+00:00,2026-07-26T15:29:36.487126+00:00,2026-07-26T13:17:47.072710+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
@@ -1131,6 +1132,7 @@ future-f2430ed7faef072bedaf,2026-07-24T08:25:00+00:00,2026-07-25T07:36:43.906278
 future-f32b27ebf0637c016ca5,2026-07-16T02:30:00+00:00,2026-07-17T02:13:13.560956+00:00,2026-07-17T01:15:34.836028+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-f3542874767d87f1e8c2,2026-07-21T10:10:00+00:00,2026-07-22T13:53:33.976218+00:00,2026-07-22T01:38:57.237447+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,ARIMA,livehouse-canonical-v1,6.308897284116743,2.5117518356949087,0.11087577777894464,1.5290434340777606,4.172505207921613,True
 future-f3aaa1bfc2cd11a8bed2,2026-07-21T22:50:00+00:00,2026-07-22T12:18:39.193981+00:00,2026-07-22T10:32:20.240056+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-f53574d6faad5c9b2b64,2026-07-23T15:40:00+00:00,2026-07-23T15:52:32.730530+00:00,2026-07-23T12:48:48.826096+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,ARIMA,livehouse-canonical-v1,0.020586690068304096,0.14348062610786202,,0.0648263161903438,-100.0,False
 future-f5c91889c616d2692f14,2026-07-25T02:40:00+00:00,2026-07-26T01:29:43.381085+00:00,2026-07-25T14:43:04.282702+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,ARIMA,livehouse-canonical-v1,1.6620649085935328,1.289210963571724,0.10610924351756916,0.8807600838245919,18.54843071469188,True
 future-f5dc1560f77efe524144,2026-07-21T11:15:00+00:00,2026-07-21T11:38:49.247454+00:00,2026-07-21T08:24:03.353518+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
@@ -3287,6 +3289,7 @@ future-0c15576039036796d45b,2026-07-14T15:20:00+00:00,2026-07-15T15:48:03.291688
 future-0c2242725d6e3ca6c5e3,2026-07-15T23:00:00+00:00,2026-07-18T08:17:10.460431+00:00,2026-07-17T08:51:54.666336+00:00,prequential-v1,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,Chronos-2,livehouse-canonical-v1,0.39123219058568903,0.6254855638507487,0.039837547378325074,0.4580026623308351,-24.35205746591007,True
 future-0d91bb331f2b76934945,2026-07-20T22:25:00+00:00,2026-07-21T01:38:06.720301+00:00,2026-07-20T16:25:49.587102+00:00,prequential-v1,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,Chronos-2,livehouse-canonical-v1,29.328550211123428,5.415584013855147,0.12684682771587488,5.1789358701139605,28.315757448071725,True
 future-0f42482e5d99417616f1,2026-07-18T06:05:00+00:00,2026-07-19T21:20:30.824336+00:00,2026-07-19T20:53:54.236553+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-0fd8f6490c8546bcd951,2026-07-18T16:00:00+00:00,2026-07-18T16:12:34.810412+00:00,2026-07-17T16:43:13.175929+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Chronos-2,livehouse-canonical-v1,0.8730129669401422,0.9343516291740183,0.013450136958151069,0.7844222566628238,-22.503962237364565,True
 future-10a00d569bf21d639023,2026-07-19T16:00:00+00:00,2026-07-19T18:53:24.728690+00:00,2026-07-18T16:12:34.887812+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Chronos-2,livehouse-canonical-v1,0.7766395560564948,0.881271556364152,0.007874418475201143,0.7378126469451309,17.49612416931641,True
 future-10c309e0c6bd8c7bc4e0,2026-07-25T02:20:00+00:00,2026-07-26T15:29:36.553261+00:00,2026-07-26T13:17:47.072710+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
@@ -3606,6 +3609,7 @@ future-f2430ed7faef072bedaf,2026-07-24T08:25:00+00:00,2026-07-25T07:36:43.947185
 future-f32b27ebf0637c016ca5,2026-07-16T02:30:00+00:00,2026-07-17T02:13:13.566381+00:00,2026-07-17T01:15:34.836028+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-f3542874767d87f1e8c2,2026-07-21T10:10:00+00:00,2026-07-22T13:53:33.984387+00:00,2026-07-22T01:38:57.237447+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Chronos-2,livehouse-canonical-v1,5.147996322601705,2.268919637757518,0.09714355075780454,1.2906828099606509,14.245050963442544,True
 future-f3aaa1bfc2cd11a8bed2,2026-07-21T22:50:00+00:00,2026-07-22T12:18:39.198208+00:00,2026-07-22T10:32:20.240056+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-f53574d6faad5c9b2b64,2026-07-23T15:40:00+00:00,2026-07-23T15:52:32.849251+00:00,2026-07-23T12:48:48.826096+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,Chronos-2,livehouse-canonical-v1,1.322689188961874e-06,0.0011500822531288247,,0.001549200352291051,-100.0,False
 future-f5c91889c616d2692f14,2026-07-25T02:40:00+00:00,2026-07-26T01:29:43.462592+00:00,2026-07-25T14:43:04.282702+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Chronos-2,livehouse-canonical-v1,1.9981401627691777,1.4135558576756624,0.12916795308136578,0.9825547706029509,9.528846270892647,True
 future-f5dc1560f77efe524144,2026-07-21T11:15:00+00:00,2026-07-21T11:38:49.254679+00:00,2026-07-21T08:24:03.353518+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
@@ -5579,6 +5583,7 @@ future-0c15576039036796d45b,2026-07-14T15:20:00+00:00,2026-07-15T15:48:03.296235
 future-0c2242725d6e3ca6c5e3,2026-07-15T23:00:00+00:00,2026-07-18T08:17:10.466370+00:00,2026-07-17T08:51:54.666336+00:00,prequential-v1,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,Chronos-Bolt,livehouse-canonical-v1,0.2614221838612299,0.5112946155214525,0.029834433927759724,0.36158092474976405,-4.6896532352207725,True
 future-0d91bb331f2b76934945,2026-07-20T22:25:00+00:00,2026-07-21T01:38:06.725678+00:00,2026-07-20T16:25:49.587102+00:00,prequential-v1,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,Chronos-Bolt,livehouse-canonical-v1,33.37539076252154,5.777143823942896,0.13523778431850195,5.04355026640964,22.26882732621328,True
 future-0f42482e5d99417616f1,2026-07-18T06:05:00+00:00,2026-07-19T21:20:30.828354+00:00,2026-07-19T20:53:54.236553+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-0fd8f6490c8546bcd951,2026-07-18T16:00:00+00:00,2026-07-18T16:12:34.818628+00:00,2026-07-17T16:43:13.175929+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Chronos-Bolt,livehouse-canonical-v1,0.6986573055876192,0.8358572279926872,0.011706709382080923,0.6663940098258891,-11.702461604850091,True
 future-10a00d569bf21d639023,2026-07-19T16:00:00+00:00,2026-07-19T18:53:24.733825+00:00,2026-07-18T16:12:34.887812+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Chronos-Bolt,livehouse-canonical-v1,0.7007968237995718,0.8371360843970183,0.007420226484356154,0.713511948486998,22.42808803921792,True
 future-10c309e0c6bd8c7bc4e0,2026-07-25T02:20:00+00:00,2026-07-26T15:29:36.571386+00:00,2026-07-26T13:17:47.072710+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
@@ -5898,6 +5903,7 @@ future-f2430ed7faef072bedaf,2026-07-24T08:25:00+00:00,2026-07-25T07:36:43.969933
 future-f32b27ebf0637c016ca5,2026-07-16T02:30:00+00:00,2026-07-17T02:13:13.571513+00:00,2026-07-17T01:15:34.836028+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-f3542874767d87f1e8c2,2026-07-21T10:10:00+00:00,2026-07-22T13:53:33.996084+00:00,2026-07-22T01:38:57.237447+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Chronos-Bolt,livehouse-canonical-v1,6.116111176784015,2.473077268664288,0.10510782049343087,1.4214162919101814,5.720399186700295,True
 future-f3aaa1bfc2cd11a8bed2,2026-07-21T22:50:00+00:00,2026-07-22T12:18:39.205763+00:00,2026-07-22T10:32:20.240056+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-f53574d6faad5c9b2b64,2026-07-23T15:40:00+00:00,2026-07-23T15:52:32.890943+00:00,2026-07-23T12:48:48.826096+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,Chronos-Bolt,livehouse-canonical-v1,3.724306069722159e-05,0.006102709291554169,,0.006097754803489733,-100.0,False
 future-f5c91889c616d2692f14,2026-07-25T02:40:00+00:00,2026-07-26T01:29:43.509659+00:00,2026-07-25T14:43:04.282702+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Chronos-Bolt,livehouse-canonical-v1,2.0036326722447697,1.4154973232912769,0.11466381957038513,0.9838839278117456,9.392822807748825,True
 future-f5dc1560f77efe524144,2026-07-21T11:15:00+00:00,2026-07-21T11:38:49.260421+00:00,2026-07-21T08:24:03.353518+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
@@ -7639,6 +7645,7 @@ future-0c15576039036796d45b,2026-07-14T15:20:00+00:00,2026-07-15T15:48:03.302625
 future-0c2242725d6e3ca6c5e3,2026-07-15T23:00:00+00:00,2026-07-18T08:17:10.472211+00:00,2026-07-17T08:51:54.666336+00:00,prequential-v1,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,ETS,livehouse-canonical-v1,13.128310992399873,3.6233011180965726,0.23858061553508705,3.0301927283597716,-96.43879373079817,True
 future-0d91bb331f2b76934945,2026-07-20T22:25:00+00:00,2026-07-21T01:38:06.736140+00:00,2026-07-20T16:25:49.587102+00:00,prequential-v1,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,ETS,livehouse-canonical-v1,29.069495192473852,5.391613412743337,0.12805493676674587,5.298715209167143,28.72328053690091,True
 future-0f42482e5d99417616f1,2026-07-18T06:05:00+00:00,2026-07-19T21:20:30.832017+00:00,2026-07-19T20:53:54.236553+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-0fd8f6490c8546bcd951,2026-07-18T16:00:00+00:00,2026-07-18T16:12:34.823985+00:00,2026-07-17T16:43:13.175929+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,ETS,livehouse-canonical-v1,0.6471381825776809,0.8044489931485282,0.012054639146319324,0.7232436635130499,-7.909742380527625,True
 future-10a00d569bf21d639023,2026-07-19T16:00:00+00:00,2026-07-19T18:53:24.738088+00:00,2026-07-18T16:12:34.887812+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,ETS,livehouse-canonical-v1,0.9931296801424873,0.9965589195539255,0.008891222762706695,0.8698645014154598,5.378563257633374,True
 future-10c309e0c6bd8c7bc4e0,2026-07-25T02:20:00+00:00,2026-07-26T15:29:36.611444+00:00,2026-07-26T13:17:47.072710+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
@@ -7958,6 +7965,7 @@ future-f2430ed7faef072bedaf,2026-07-24T08:25:00+00:00,2026-07-25T07:36:43.998164
 future-f32b27ebf0637c016ca5,2026-07-16T02:30:00+00:00,2026-07-17T02:13:13.577274+00:00,2026-07-17T01:15:34.836028+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-f3542874767d87f1e8c2,2026-07-21T10:10:00+00:00,2026-07-22T13:53:34.005706+00:00,2026-07-22T01:38:57.237447+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,ETS,livehouse-canonical-v1,9.066393181539674,3.0110451975252173,0.12827836241858045,1.8744912777741618,-13.865849822144103,True
 future-f3aaa1bfc2cd11a8bed2,2026-07-21T22:50:00+00:00,2026-07-22T12:18:39.212045+00:00,2026-07-22T10:32:20.240056+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-f53574d6faad5c9b2b64,2026-07-23T15:40:00+00:00,2026-07-23T15:52:32.927526+00:00,2026-07-23T12:48:48.826096+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,ETS,livehouse-canonical-v1,0.005837013850878844,0.07640035242640471,,0.00040825155986482035,-100.0,False
 future-f5c91889c616d2692f14,2026-07-25T02:40:00+00:00,2026-07-26T01:29:43.573528+00:00,2026-07-25T14:43:04.282702+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,ETS,livehouse-canonical-v1,1.756202323115125,1.3252178398720433,0.12100374515548228,0.9816488484074193,15.875574198909778,True
 future-f5dc1560f77efe524144,2026-07-21T11:15:00+00:00,2026-07-21T11:38:49.265462+00:00,2026-07-21T08:24:03.353518+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
@@ -9817,6 +9825,7 @@ future-0c15576039036796d45b,2026-07-14T15:20:00+00:00,2026-07-15T15:48:03.308404
 future-0c2242725d6e3ca6c5e3,2026-07-15T23:00:00+00:00,2026-07-18T08:17:10.477519+00:00,2026-07-17T08:51:54.666336+00:00,prequential-v1,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,Moirai-2.0,livehouse-canonical-v1,0.3492971688555868,0.5910136790765395,0.03453509232354764,0.4208199552959436,-18.950545175441437,True
 future-0d91bb331f2b76934945,2026-07-20T22:25:00+00:00,2026-07-21T01:38:06.742899+00:00,2026-07-20T16:25:49.587102+00:00,prequential-v1,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,Moirai-2.0,livehouse-canonical-v1,34.48002722697698,5.8719696207471115,0.13693095207125996,3.9265630334247468,20.71600031240316,True
 future-0f42482e5d99417616f1,2026-07-18T06:05:00+00:00,2026-07-19T21:20:30.835578+00:00,2026-07-19T20:53:54.236553+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-0fd8f6490c8546bcd951,2026-07-18T16:00:00+00:00,2026-07-18T16:12:34.829597+00:00,2026-07-17T16:43:13.175929+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Moirai-2.0,livehouse-canonical-v1,0.30816785285287224,0.5551286813459311,0.00745430610860504,0.5177131880550238,28.36937906914708,True
 future-10a00d569bf21d639023,2026-07-19T16:00:00+00:00,2026-07-19T18:53:24.742443+00:00,2026-07-18T16:12:34.887812+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Moirai-2.0,livehouse-canonical-v1,0.9078380999144094,0.952805384070855,0.008614364810342176,0.8089813902432015,9.841558548730177,True
 future-10c309e0c6bd8c7bc4e0,2026-07-25T02:20:00+00:00,2026-07-26T15:29:36.647524+00:00,2026-07-26T13:17:47.072710+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
@@ -10136,6 +10145,7 @@ future-f2430ed7faef072bedaf,2026-07-24T08:25:00+00:00,2026-07-25T07:36:44.024077
 future-f32b27ebf0637c016ca5,2026-07-16T02:30:00+00:00,2026-07-17T02:13:13.581781+00:00,2026-07-17T01:15:34.836028+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-f3542874767d87f1e8c2,2026-07-21T10:10:00+00:00,2026-07-22T13:53:34.014955+00:00,2026-07-22T01:38:57.237447+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Moirai-2.0,livehouse-canonical-v1,5.463943424828356,2.3375079518214172,0.09916417903414437,1.3766705702585103,11.315763352192922,True
 future-f3aaa1bfc2cd11a8bed2,2026-07-21T22:50:00+00:00,2026-07-22T12:18:39.217948+00:00,2026-07-22T10:32:20.240056+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-f53574d6faad5c9b2b64,2026-07-23T15:40:00+00:00,2026-07-23T15:52:32.962044+00:00,2026-07-23T12:48:48.826096+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,Moirai-2.0,livehouse-canonical-v1,5.571881066393555e-06,0.0023604832273061284,,0.0015688474351785312,-100.0,False
 future-f5c91889c616d2692f14,2026-07-25T02:40:00+00:00,2026-07-26T01:29:43.618808+00:00,2026-07-25T14:43:04.282702+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Moirai-2.0,livehouse-canonical-v1,1.7156432224815226,1.3098256458328805,0.11052935927740025,0.9221218033017711,17.012251591866683,True
 future-f5dc1560f77efe524144,2026-07-21T11:15:00+00:00,2026-07-21T11:38:49.271918+00:00,2026-07-21T08:24:03.353518+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
@@ -11887,6 +11897,7 @@ future-0c15576039036796d45b,2026-07-14T15:20:00+00:00,2026-07-15T15:48:03.312626
 future-0c2242725d6e3ca6c5e3,2026-07-15T23:00:00+00:00,2026-07-18T08:17:10.483256+00:00,2026-07-17T08:51:54.666336+00:00,prequential-v1,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,Moving-Average,livehouse-canonical-v1,1.3423722369360267,1.158607887482226,0.07990313572585715,0.9500232221010657,-69.88040941623014,True
 future-0d91bb331f2b76934945,2026-07-20T22:25:00+00:00,2026-07-21T01:38:06.758031+00:00,2026-07-20T16:25:49.587102+00:00,prequential-v1,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,Moving-Average,livehouse-canonical-v1,52.69994532827627,7.259472799609918,0.17166407073394366,7.1529489148882215,-0.1914917466910569,True
 future-0f42482e5d99417616f1,2026-07-18T06:05:00+00:00,2026-07-19T21:20:30.839790+00:00,2026-07-19T20:53:54.236553+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-0fd8f6490c8546bcd951,2026-07-18T16:00:00+00:00,2026-07-18T16:12:34.834897+00:00,2026-07-17T16:43:13.175929+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Moving-Average,livehouse-canonical-v1,0.34181751195611204,0.5846516158842906,0.008819899970267981,0.5065878822944938,23.538090901191737,True
 future-10a00d569bf21d639023,2026-07-19T16:00:00+00:00,2026-07-19T18:53:24.746529+00:00,2026-07-18T16:12:34.887812+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Moving-Average,livehouse-canonical-v1,1.046420389194073,1.0229469141622516,0.00911503056065781,0.8941185548511668,2.7695895524726675,True
 future-10c309e0c6bd8c7bc4e0,2026-07-25T02:20:00+00:00,2026-07-26T15:29:36.669275+00:00,2026-07-26T13:17:47.072710+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
@@ -12206,6 +12217,7 @@ future-f2430ed7faef072bedaf,2026-07-24T08:25:00+00:00,2026-07-25T07:36:44.050466
 future-f32b27ebf0637c016ca5,2026-07-16T02:30:00+00:00,2026-07-17T02:13:13.586175+00:00,2026-07-17T01:15:34.836028+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-f3542874767d87f1e8c2,2026-07-21T10:10:00+00:00,2026-07-22T13:53:34.023896+00:00,2026-07-22T01:38:57.237447+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Moving-Average,livehouse-canonical-v1,6.910944164417407,2.62886746802067,0.11133016913434207,1.6240266538914934,-0.3823370523647984,True
 future-f3aaa1bfc2cd11a8bed2,2026-07-21T22:50:00+00:00,2026-07-22T12:18:39.225337+00:00,2026-07-22T10:32:20.240056+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-f53574d6faad5c9b2b64,2026-07-23T15:40:00+00:00,2026-07-23T15:52:32.987278+00:00,2026-07-23T12:48:48.826096+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,Moving-Average,livehouse-canonical-v1,0.0058533217648239905,0.07650700467815996,,0.0,-100.00000000000001,False
 future-f5c91889c616d2692f14,2026-07-25T02:40:00+00:00,2026-07-26T01:29:43.643519+00:00,2026-07-25T14:43:04.282702+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Moving-Average,livehouse-canonical-v1,1.74984652543162,1.322817646326061,0.1449718273633364,1.0791842439150505,16.052235386062286,True
 future-f5dc1560f77efe524144,2026-07-21T11:15:00+00:00,2026-07-21T11:38:49.277560+00:00,2026-07-21T08:24:03.353518+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
@@ -14308,6 +14320,7 @@ future-0c15576039036796d45b,2026-07-14T15:20:00+00:00,2026-07-15T15:48:03.316893
 future-0c2242725d6e3ca6c5e3,2026-07-15T23:00:00+00:00,2026-07-18T08:17:10.493939+00:00,2026-07-17T08:51:54.666336+00:00,prequential-v1,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,Seasonal-Naive,livehouse-canonical-v1,0.2380009697790948,0.48785343063167524,0.035243225815500524,0.36453031453978224,0.0,True
 future-0d91bb331f2b76934945,2026-07-20T22:25:00+00:00,2026-07-21T01:38:06.766153+00:00,2026-07-20T16:25:49.587102+00:00,prequential-v1,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,Seasonal-Naive,livehouse-canonical-v1,52.498498989759845,7.245584792807262,0.1696509349640021,6.903431878061449,0.0,True
 future-0f42482e5d99417616f1,2026-07-18T06:05:00+00:00,2026-07-19T21:20:30.843538+00:00,2026-07-19T20:53:54.236553+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-0fd8f6490c8546bcd951,2026-07-18T16:00:00+00:00,2026-07-18T16:12:34.840008+00:00,2026-07-17T16:43:13.175929+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Seasonal-Naive,livehouse-canonical-v1,0.5522682255956322,0.7431475126753989,0.008859938442509175,0.48698678376365023,0.0,True
 future-10a00d569bf21d639023,2026-07-19T16:00:00+00:00,2026-07-19T18:53:24.750625+00:00,2026-07-18T16:12:34.887812+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Seasonal-Naive,livehouse-canonical-v1,1.1060345564914609,1.0516817752968153,0.00922587439024143,0.7171949867699221,0.0,True
 future-10c309e0c6bd8c7bc4e0,2026-07-25T02:20:00+00:00,2026-07-26T15:29:36.729424+00:00,2026-07-26T13:17:47.072710+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
@@ -14627,6 +14640,7 @@ future-f2430ed7faef072bedaf,2026-07-24T08:25:00+00:00,2026-07-25T07:36:44.098567
 future-f32b27ebf0637c016ca5,2026-07-16T02:30:00+00:00,2026-07-17T02:13:13.590876+00:00,2026-07-17T01:15:34.836028+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-f3542874767d87f1e8c2,2026-07-21T10:10:00+00:00,2026-07-22T13:53:34.033501+00:00,2026-07-22T01:38:57.237447+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Seasonal-Naive,livehouse-canonical-v1,6.858299245032781,2.618835474983639,0.11360236666149531,1.7425113167318442,0.0,True
 future-f3aaa1bfc2cd11a8bed2,2026-07-21T22:50:00+00:00,2026-07-22T12:18:39.231315+00:00,2026-07-22T10:32:20.240056+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-f53574d6faad5c9b2b64,2026-07-23T15:40:00+00:00,2026-07-23T15:52:33.045195+00:00,2026-07-23T12:48:48.826096+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-f5c91889c616d2692f14,2026-07-25T02:40:00+00:00,2026-07-26T01:29:43.683301+00:00,2026-07-25T14:43:04.282702+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Seasonal-Naive,livehouse-canonical-v1,2.419047151437283,1.555328631330782,0.14934093752082997,1.1933088502994684,0.0,True
 future-f5dc1560f77efe524144,2026-07-21T11:15:00+00:00,2026-07-21T11:38:49.283065+00:00,2026-07-21T08:24:03.353518+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
@@ -16594,6 +16608,7 @@ future-0c15576039036796d45b,2026-07-14T15:20:00+00:00,2026-07-15T15:48:03.321319
 future-0c2242725d6e3ca6c5e3,2026-07-15T23:00:00+00:00,2026-07-18T08:17:10.499078+00:00,2026-07-17T08:51:54.666336+00:00,prequential-v1,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,Sundial,livehouse-canonical-v1,0.5905674517943974,0.7684838656695385,0.045571977199065916,0.5560463511785046,-42.55128156414186,True
 future-0d91bb331f2b76934945,2026-07-20T22:25:00+00:00,2026-07-21T01:38:06.772440+00:00,2026-07-20T16:25:49.587102+00:00,prequential-v1,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,Sundial,livehouse-canonical-v1,49.69626711921793,7.049557937858085,0.1637008481349949,6.716268100727324,2.742050280298789,True
 future-0f42482e5d99417616f1,2026-07-18T06:05:00+00:00,2026-07-19T21:20:30.847040+00:00,2026-07-19T20:53:54.236553+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Sundial,livehouse-canonical-v1,4.929836787503007e-16,2.220323577207387e-08,,1.964594174276014e-08,0.0,False
 future-0fd8f6490c8546bcd951,2026-07-18T16:00:00+00:00,2026-07-18T16:12:34.845139+00:00,2026-07-17T16:43:13.175929+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Sundial,livehouse-canonical-v1,0.687705579825327,0.829280157621854,0.011752397430344806,0.717863516897427,-10.922598012763274,True
 future-10a00d569bf21d639023,2026-07-19T16:00:00+00:00,2026-07-19T18:53:24.755622+00:00,2026-07-18T16:12:34.887812+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Sundial,livehouse-canonical-v1,0.5469785675131923,0.7395799939919903,0.006591759453248153,0.6292316692122183,33.82042047094448,True
 future-10c309e0c6bd8c7bc4e0,2026-07-25T02:20:00+00:00,2026-07-26T15:29:36.762543+00:00,2026-07-26T13:17:47.072710+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Sundial,livehouse-canonical-v1,4.239326185700335e-16,2.0589624051206798e-08,,2.029662311964631e-08,0.0,False
@@ -16913,6 +16928,7 @@ future-f2430ed7faef072bedaf,2026-07-24T08:25:00+00:00,2026-07-25T07:36:44.121075
 future-f32b27ebf0637c016ca5,2026-07-16T02:30:00+00:00,2026-07-17T02:13:13.595599+00:00,2026-07-17T01:15:34.836028+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Sundial,livehouse-canonical-v1,4.3521047371990115e-16,2.086169872565274e-08,,2.0258800847583057e-08,0.0,False
 future-f3542874767d87f1e8c2,2026-07-21T10:10:00+00:00,2026-07-22T13:53:34.042680+00:00,2026-07-22T01:38:57.237447+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Sundial,livehouse-canonical-v1,6.4283075154743665,2.5354107192867916,0.10910180681584564,1.58495890469544,3.236279490385114,True
 future-f3aaa1bfc2cd11a8bed2,2026-07-21T22:50:00+00:00,2026-07-22T12:18:39.237425+00:00,2026-07-22T10:32:20.240056+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Sundial,livehouse-canonical-v1,4.809177140629466e-16,2.1929836161333868e-08,,2.0419572071077667e-08,0.0,False
 future-f53574d6faad5c9b2b64,2026-07-23T15:40:00+00:00,2026-07-23T15:52:33.081339+00:00,2026-07-23T12:48:48.826096+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,Sundial,livehouse-canonical-v1,0.0016420196472487678,0.04052184160732046,,0.01127579951500207,-100.0,False
 future-f5c91889c616d2692f14,2026-07-25T02:40:00+00:00,2026-07-26T01:29:43.723278+00:00,2026-07-25T14:43:04.282702+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Sundial,livehouse-canonical-v1,1.7901453040764765,1.3379631176069378,0.12804352737613958,0.9505946621148712,14.941152109521324,True
 future-f5dc1560f77efe524144,2026-07-21T11:15:00+00:00,2026-07-21T11:38:49.287738+00:00,2026-07-21T08:24:03.353518+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,Sundial,livehouse-canonical-v1,5.195545051895041e-15,7.208012938317356e-08,,5.475512910562773e-08,0.0,False
@@ -18537,6 +18553,7 @@ future-0c15576039036796d45b,2026-07-14T15:20:00+00:00,2026-07-15T15:48:03.326476
 future-0c2242725d6e3ca6c5e3,2026-07-15T23:00:00+00:00,2026-07-18T08:17:10.504276+00:00,2026-07-17T08:51:54.666336+00:00,prequential-v1,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,TabPFN-TS,livehouse-canonical-v1,0.5239329567197472,0.7238321329698946,0.04220232356701537,0.545553956887063,-37.52713680233885,True
 future-0d91bb331f2b76934945,2026-07-20T22:25:00+00:00,2026-07-21T01:38:06.779555+00:00,2026-07-20T16:25:49.587102+00:00,prequential-v1,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,TabPFN-TS,livehouse-canonical-v1,42.59169124774339,6.526231013973026,0.151716303073881,6.460247929886967,10.418327818329722,True
 future-0f42482e5d99417616f1,2026-07-18T06:05:00+00:00,2026-07-19T21:20:30.850688+00:00,2026-07-19T20:53:54.236553+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-0fd8f6490c8546bcd951,2026-07-18T16:00:00+00:00,2026-07-18T16:12:34.850579+00:00,2026-07-17T16:43:13.175929+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,TabPFN-TS,livehouse-canonical-v1,1.2774558427329046,1.1302459213520324,0.016649895345160867,1.115126586811062,-39.633714705394645,True
 future-10a00d569bf21d639023,2026-07-19T16:00:00+00:00,2026-07-19T18:53:24.763224+00:00,2026-07-18T16:12:34.887812+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,TabPFN-TS,livehouse-canonical-v1,1.059701178138914,1.029417883145088,0.00935671396070718,1.0125629787471346,2.139382825506848,True
 future-10c309e0c6bd8c7bc4e0,2026-07-25T02:20:00+00:00,2026-07-26T15:29:36.803459+00:00,2026-07-26T13:17:47.072710+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
@@ -18856,6 +18873,7 @@ future-f2430ed7faef072bedaf,2026-07-24T08:25:00+00:00,2026-07-25T07:36:44.139378
 future-f32b27ebf0637c016ca5,2026-07-16T02:30:00+00:00,2026-07-17T02:13:13.604730+00:00,2026-07-17T01:15:34.836028+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-f3542874767d87f1e8c2,2026-07-21T10:10:00+00:00,2026-07-22T13:53:34.052362+00:00,2026-07-22T01:38:57.237447+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,TabPFN-TS,livehouse-canonical-v1,5.687799985511636,2.3849108967656707,0.10138805400138091,1.5840219841662413,9.329587133118455,True
 future-f3aaa1bfc2cd11a8bed2,2026-07-21T22:50:00+00:00,2026-07-22T12:18:39.251751+00:00,2026-07-22T10:32:20.240056+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-f53574d6faad5c9b2b64,2026-07-23T15:40:00+00:00,2026-07-23T15:52:33.123225+00:00,2026-07-23T12:48:48.826096+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,TabPFN-TS,livehouse-canonical-v1,5.480092404189593e-07,0.0007402764621538086,,0.0006857448605071714,-100.0,False
 future-f5c91889c616d2692f14,2026-07-25T02:40:00+00:00,2026-07-26T01:29:43.759044+00:00,2026-07-25T14:43:04.282702+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,TabPFN-TS,livehouse-canonical-v1,2.4352118804391307,1.5605165428277685,0.1509728010206041,1.30573312859453,-0.333000956391055,True
 future-f5dc1560f77efe524144,2026-07-21T11:15:00+00:00,2026-07-21T11:38:49.292927+00:00,2026-07-21T08:24:03.353518+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
@@ -20578,6 +20596,7 @@ future-0c15576039036796d45b,2026-07-14T15:20:00+00:00,2026-07-15T15:48:03.341021
 future-0c2242725d6e3ca6c5e3,2026-07-15T23:00:00+00:00,2026-07-18T08:17:10.515580+00:00,2026-07-17T08:51:54.666336+00:00,prequential-v1,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,TiRex,livehouse-canonical-v1,0.3051037875310499,0.552362007682507,0.033174889036431836,0.3954888529046477,-12.355409679027254,True
 future-0d91bb331f2b76934945,2026-07-20T22:25:00+00:00,2026-07-21T01:38:06.790382+00:00,2026-07-20T16:25:49.587102+00:00,prequential-v1,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,TiRex,livehouse-canonical-v1,32.126889017498875,5.668058663907677,0.1327593277983881,5.143391848770991,24.07269313851016,True
 future-0f42482e5d99417616f1,2026-07-18T06:05:00+00:00,2026-07-19T21:20:30.857860+00:00,2026-07-19T20:53:54.236553+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-0fd8f6490c8546bcd951,2026-07-18T16:00:00+00:00,2026-07-18T16:12:34.860095+00:00,2026-07-17T16:43:13.175929+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,TiRex,livehouse-canonical-v1,0.8209276251729151,0.9060505643577046,0.013420903569117524,0.7329003178523114,-19.5645362186989,True
 future-10a00d569bf21d639023,2026-07-19T16:00:00+00:00,2026-07-19T18:53:24.771420+00:00,2026-07-18T16:12:34.887812+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,TiRex,livehouse-canonical-v1,0.6969419160012454,0.8348304714139545,0.007432460591592371,0.6906975268746183,22.689849076323448,True
 future-10c309e0c6bd8c7bc4e0,2026-07-25T02:20:00+00:00,2026-07-26T15:29:36.878283+00:00,2026-07-26T13:17:47.072710+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
@@ -20897,6 +20916,7 @@ future-f2430ed7faef072bedaf,2026-07-24T08:25:00+00:00,2026-07-25T07:36:44.176315
 future-f32b27ebf0637c016ca5,2026-07-16T02:30:00+00:00,2026-07-17T02:13:13.614069+00:00,2026-07-17T01:15:34.836028+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-f3542874767d87f1e8c2,2026-07-21T10:10:00+00:00,2026-07-22T13:53:34.070188+00:00,2026-07-22T01:38:57.237447+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,TiRex,livehouse-canonical-v1,6.2203594986528765,2.4940648545402495,0.1064645941596059,1.4070411932391034,4.877715359672493,True
 future-f3aaa1bfc2cd11a8bed2,2026-07-21T22:50:00+00:00,2026-07-22T12:18:39.263227+00:00,2026-07-22T10:32:20.240056+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-f53574d6faad5c9b2b64,2026-07-23T15:40:00+00:00,2026-07-23T15:52:33.207302+00:00,2026-07-23T12:48:48.826096+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,TiRex,livehouse-canonical-v1,1.0948250507642392e-06,0.00104633887950522,,0.0008389783263106658,-100.0,False
 future-f5c91889c616d2692f14,2026-07-25T02:40:00+00:00,2026-07-26T01:29:43.826453+00:00,2026-07-25T14:43:04.282702+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,TiRex,livehouse-canonical-v1,1.9440140062515094,1.3942790274014414,0.12006436590853202,1.0362881230319965,10.88761142732661,True
 future-f5dc1560f77efe524144,2026-07-21T11:15:00+00:00,2026-07-21T11:38:49.309155+00:00,2026-07-21T08:24:03.353518+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
@@ -23156,6 +23176,7 @@ future-0c15576039036796d45b,2026-07-14T15:20:00+00:00,2026-07-15T15:48:03.336436
 future-0c2242725d6e3ca6c5e3,2026-07-15T23:00:00+00:00,2026-07-18T08:17:10.509718+00:00,2026-07-17T08:51:54.666336+00:00,prequential-v1,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,TimesFM-2.5,livehouse-canonical-v1,0.7099048808631441,0.8425585326036074,0.0626425577213279,0.6094043319373831,-49.783837789830926,True
 future-0d91bb331f2b76934945,2026-07-20T22:25:00+00:00,2026-07-21T01:38:06.784794+00:00,2026-07-20T16:25:49.587102+00:00,prequential-v1,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,TimesFM-2.5,livehouse-canonical-v1,36.71344541442391,6.059162104979855,0.13601019625353641,6.0643934701771975,17.693879088454963,True
 future-0f42482e5d99417616f1,2026-07-18T06:05:00+00:00,2026-07-19T21:20:30.853921+00:00,2026-07-19T20:53:54.236553+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-0fd8f6490c8546bcd951,2026-07-18T16:00:00+00:00,2026-07-18T16:12:34.855441+00:00,2026-07-17T16:43:13.175929+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,TimesFM-2.5,livehouse-canonical-v1,0.8355275175827096,0.9140719433297959,0.015397951978898601,0.79716763215306,-20.410733595302332,True
 future-10a00d569bf21d639023,2026-07-19T16:00:00+00:00,2026-07-19T18:53:24.767494+00:00,2026-07-18T16:12:34.887812+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,TimesFM-2.5,livehouse-canonical-v1,0.6565931237844028,0.8103043402231058,0.008470917050547812,0.7152359850783844,25.498375960867545,True
 future-10c309e0c6bd8c7bc4e0,2026-07-25T02:20:00+00:00,2026-07-26T15:29:36.849177+00:00,2026-07-26T13:17:47.072710+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
@@ -23475,6 +23496,7 @@ future-f2430ed7faef072bedaf,2026-07-24T08:25:00+00:00,2026-07-25T07:36:44.158940
 future-f32b27ebf0637c016ca5,2026-07-16T02:30:00+00:00,2026-07-17T02:13:13.609163+00:00,2026-07-17T01:15:34.836028+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-f3542874767d87f1e8c2,2026-07-21T10:10:00+00:00,2026-07-22T13:53:34.061333+00:00,2026-07-22T01:38:57.237447+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,TimesFM-2.5,livehouse-canonical-v1,5.6414618118772655,2.375176164388079,0.10703978874929373,1.524096642729347,9.734885551934857,True
 future-f3aaa1bfc2cd11a8bed2,2026-07-21T22:50:00+00:00,2026-07-22T12:18:39.257455+00:00,2026-07-22T10:32:20.240056+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-f53574d6faad5c9b2b64,2026-07-23T15:40:00+00:00,2026-07-23T15:52:33.158157+00:00,2026-07-23T12:48:48.826096+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,TimesFM-2.5,livehouse-canonical-v1,9.797634651341596e-08,0.00031301173542443416,,0.006011561743560369,-100.0,False
 future-f5c91889c616d2692f14,2026-07-25T02:40:00+00:00,2026-07-26T01:29:43.793544+00:00,2026-07-25T14:43:04.282702+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,TimesFM-2.5,livehouse-canonical-v1,1.7475519811316367,1.321950067563687,0.1105426369996072,0.9879443474987509,16.1161453007752,True
 future-f5dc1560f77efe524144,2026-07-21T11:15:00+00:00,2026-07-21T11:38:49.298259+00:00,2026-07-21T08:24:03.353518+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
@@ -25440,6 +25462,7 @@ future-0c15576039036796d45b,2026-07-14T15:20:00+00:00,2026-07-15T15:48:03.346042
 future-0c2242725d6e3ca6c5e3,2026-07-15T23:00:00+00:00,2026-07-18T08:17:10.524860+00:00,2026-07-17T08:51:54.666336+00:00,prequential-v1,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,Toto-1.0,livehouse-canonical-v1,0.37888798183745664,0.6155387736263709,0.03556207593471684,0.4019547201838309,-22.83831015114938,True
 future-0d91bb331f2b76934945,2026-07-20T22:25:00+00:00,2026-07-21T01:38:06.795556+00:00,2026-07-20T16:25:49.587102+00:00,prequential-v1,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,Toto-1.0,livehouse-canonical-v1,45.83937400871016,6.7704781226077495,0.15760132690758344,6.116058660793387,6.77167888424157,True
 future-0f42482e5d99417616f1,2026-07-18T06:05:00+00:00,2026-07-19T21:20:30.861768+00:00,2026-07-19T20:53:54.236553+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Toto-1.0,livehouse-canonical-v1,2.48628659511725e-06,0.0015767963074275796,,0.0002902923245124434,-100.0,False
 future-0fd8f6490c8546bcd951,2026-07-18T16:00:00+00:00,2026-07-18T16:12:34.865075+00:00,2026-07-17T16:43:13.175929+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Toto-1.0,livehouse-canonical-v1,0.12186835398068631,0.34909648233788654,0.002884299524658696,0.2792493956432642,63.84461022504426,True
 future-10a00d569bf21d639023,2026-07-19T16:00:00+00:00,2026-07-19T18:53:24.775749+00:00,2026-07-18T16:12:34.887812+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Toto-1.0,livehouse-canonical-v1,1.8518164372889838,1.3608146226760587,0.009140883717860095,0.8464551044574836,-25.213639306567476,True
 future-10c309e0c6bd8c7bc4e0,2026-07-25T02:20:00+00:00,2026-07-26T15:29:36.916308+00:00,2026-07-26T13:17:47.072710+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Toto-1.0,livehouse-canonical-v1,0.2808617691013497,0.5299639318872085,,0.00027687753931281297,-100.0,False
@@ -25759,6 +25782,7 @@ future-f2430ed7faef072bedaf,2026-07-24T08:25:00+00:00,2026-07-25T07:36:44.214092
 future-f32b27ebf0637c016ca5,2026-07-16T02:30:00+00:00,2026-07-17T02:13:13.618788+00:00,2026-07-17T01:15:34.836028+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Toto-1.0,livehouse-canonical-v1,0.00026771933601397703,0.016362131157461643,,0.0002681312707560816,-100.0,False
 future-f3542874767d87f1e8c2,2026-07-21T10:10:00+00:00,2026-07-22T13:53:34.078686+00:00,2026-07-22T01:38:57.237447+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Toto-1.0,livehouse-canonical-v1,31.299419136514278,5.594588379542706,0.10792724100912128,1.5041247028511817,-64.05288609525756,True
 future-f3aaa1bfc2cd11a8bed2,2026-07-21T22:50:00+00:00,2026-07-22T12:18:39.269146+00:00,2026-07-22T10:32:20.240056+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Toto-1.0,livehouse-canonical-v1,9.396674586566139e-05,0.009693644612098248,,0.00026759349030406286,-100.0,False
 future-f53574d6faad5c9b2b64,2026-07-23T15:40:00+00:00,2026-07-23T15:52:33.230368+00:00,2026-07-23T12:48:48.826096+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,Toto-1.0,livehouse-canonical-v1,0.7410124750279974,0.8608208147041969,,0.006039338762611211,-100.0,False
 future-f5c91889c616d2692f14,2026-07-25T02:40:00+00:00,2026-07-26T01:29:43.876846+00:00,2026-07-25T14:43:04.282702+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Toto-1.0,livehouse-canonical-v1,17.053612858597912,4.129602021817346,0.14111803564460385,0.9738774882293618,-75.15442522808253,True
 future-f5dc1560f77efe524144,2026-07-21T11:15:00+00:00,2026-07-21T11:38:49.314899+00:00,2026-07-21T08:24:03.353518+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,Toto-1.0,livehouse-canonical-v1,0.29782565448371634,0.5457340510575791,,0.0002866261186025238,-100.0,False

 future-0c2242725d6e3ca6c5e3,2026-07-15T23:00:00+00:00,2026-07-18T08:17:10.455486+00:00,2026-07-17T08:51:54.666336+00:00,prequential-v1,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,ARIMA,livehouse-canonical-v1,4.170943818034101,2.042288867431368,0.12888000045812045,1.6820898251603051,-89.20372192289841,True
 future-0d91bb331f2b76934945,2026-07-20T22:25:00+00:00,2026-07-21T01:38:06.716483+00:00,2026-07-20T16:25:49.587102+00:00,prequential-v1,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,ARIMA,livehouse-canonical-v1,40.83822498936772,6.390479245672246,0.12168112751723166,4.991680555454278,12.492696875668852,True
 future-0f42482e5d99417616f1,2026-07-18T06:05:00+00:00,2026-07-19T21:20:30.819691+00:00,2026-07-19T20:53:54.236553+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-0fbad1f57007f37b49fb,2026-07-25T22:40:00+00:00,2026-07-27T08:32:00.374034+00:00,2026-07-27T06:48:00.790180+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-0fd8f6490c8546bcd951,2026-07-18T16:00:00+00:00,2026-07-18T16:12:34.806906+00:00,2026-07-17T16:43:13.175929+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,ARIMA,livehouse-canonical-v1,0.5783061775160325,0.7604644485549817,0.02064526731642673,1.2872306089506549,-2.3030728317160256,True
 future-10a00d569bf21d639023,2026-07-19T16:00:00+00:00,2026-07-19T18:53:24.725589+00:00,2026-07-18T16:12:34.887812+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,ARIMA,livehouse-canonical-v1,1.1480194799646328,1.0714567093283016,0.018248280940370967,1.876092636694781,-1.8626405043590786,True
 future-10c309e0c6bd8c7bc4e0,2026-07-25T02:20:00+00:00,2026-07-26T15:29:36.487126+00:00,2026-07-26T13:17:47.072710+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-f32b27ebf0637c016ca5,2026-07-16T02:30:00+00:00,2026-07-17T02:13:13.560956+00:00,2026-07-17T01:15:34.836028+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-f3542874767d87f1e8c2,2026-07-21T10:10:00+00:00,2026-07-22T13:53:33.976218+00:00,2026-07-22T01:38:57.237447+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,ARIMA,livehouse-canonical-v1,6.308897284116743,2.5117518356949087,0.11087577777894464,1.5290434340777606,4.172505207921613,True
 future-f3aaa1bfc2cd11a8bed2,2026-07-21T22:50:00+00:00,2026-07-22T12:18:39.193981+00:00,2026-07-22T10:32:20.240056+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-f42f5f3c2ea702bea052,2026-07-27T04:35:00+00:00,2026-07-27T08:32:00.891554+00:00,2026-07-27T01:48:00.972373+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,ARIMA,livehouse-canonical-v1,0.0010831934233268713,0.03291190397602167,,3.4279755336616863e-10,-100.0,False
 future-f53574d6faad5c9b2b64,2026-07-23T15:40:00+00:00,2026-07-23T15:52:32.730530+00:00,2026-07-23T12:48:48.826096+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,ARIMA,livehouse-canonical-v1,0.020586690068304096,0.14348062610786202,,0.0648263161903438,-100.0,False
 future-f5c91889c616d2692f14,2026-07-25T02:40:00+00:00,2026-07-26T01:29:43.381085+00:00,2026-07-25T14:43:04.282702+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,ARIMA,livehouse-canonical-v1,1.6620649085935328,1.289210963571724,0.10610924351756916,0.8807600838245919,18.54843071469188,True
 future-f5dc1560f77efe524144,2026-07-21T11:15:00+00:00,2026-07-21T11:38:49.247454+00:00,2026-07-21T08:24:03.353518+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-0c2242725d6e3ca6c5e3,2026-07-15T23:00:00+00:00,2026-07-18T08:17:10.460431+00:00,2026-07-17T08:51:54.666336+00:00,prequential-v1,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,Chronos-2,livehouse-canonical-v1,0.39123219058568903,0.6254855638507487,0.039837547378325074,0.4580026623308351,-24.35205746591007,True
 future-0d91bb331f2b76934945,2026-07-20T22:25:00+00:00,2026-07-21T01:38:06.720301+00:00,2026-07-20T16:25:49.587102+00:00,prequential-v1,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,Chronos-2,livehouse-canonical-v1,29.328550211123428,5.415584013855147,0.12684682771587488,5.1789358701139605,28.315757448071725,True
 future-0f42482e5d99417616f1,2026-07-18T06:05:00+00:00,2026-07-19T21:20:30.824336+00:00,2026-07-19T20:53:54.236553+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-0fbad1f57007f37b49fb,2026-07-25T22:40:00+00:00,2026-07-27T08:32:00.427493+00:00,2026-07-27T06:48:00.790180+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-0fd8f6490c8546bcd951,2026-07-18T16:00:00+00:00,2026-07-18T16:12:34.810412+00:00,2026-07-17T16:43:13.175929+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Chronos-2,livehouse-canonical-v1,0.8730129669401422,0.9343516291740183,0.013450136958151069,0.7844222566628238,-22.503962237364565,True
 future-10a00d569bf21d639023,2026-07-19T16:00:00+00:00,2026-07-19T18:53:24.728690+00:00,2026-07-18T16:12:34.887812+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Chronos-2,livehouse-canonical-v1,0.7766395560564948,0.881271556364152,0.007874418475201143,0.7378126469451309,17.49612416931641,True
 future-10c309e0c6bd8c7bc4e0,2026-07-25T02:20:00+00:00,2026-07-26T15:29:36.553261+00:00,2026-07-26T13:17:47.072710+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-f32b27ebf0637c016ca5,2026-07-16T02:30:00+00:00,2026-07-17T02:13:13.566381+00:00,2026-07-17T01:15:34.836028+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-f3542874767d87f1e8c2,2026-07-21T10:10:00+00:00,2026-07-22T13:53:33.984387+00:00,2026-07-22T01:38:57.237447+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Chronos-2,livehouse-canonical-v1,5.147996322601705,2.268919637757518,0.09714355075780454,1.2906828099606509,14.245050963442544,True
 future-f3aaa1bfc2cd11a8bed2,2026-07-21T22:50:00+00:00,2026-07-22T12:18:39.198208+00:00,2026-07-22T10:32:20.240056+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-f42f5f3c2ea702bea052,2026-07-27T04:35:00+00:00,2026-07-27T08:32:00.919735+00:00,2026-07-27T01:48:00.972373+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,Chronos-2,livehouse-canonical-v1,2.717837540858675e-06,0.0016485865281685018,,0.0018092951169206885,-100.0,False
 future-f53574d6faad5c9b2b64,2026-07-23T15:40:00+00:00,2026-07-23T15:52:32.849251+00:00,2026-07-23T12:48:48.826096+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,Chronos-2,livehouse-canonical-v1,1.322689188961874e-06,0.0011500822531288247,,0.001549200352291051,-100.0,False
 future-f5c91889c616d2692f14,2026-07-25T02:40:00+00:00,2026-07-26T01:29:43.462592+00:00,2026-07-25T14:43:04.282702+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Chronos-2,livehouse-canonical-v1,1.9981401627691777,1.4135558576756624,0.12916795308136578,0.9825547706029509,9.528846270892647,True
 future-f5dc1560f77efe524144,2026-07-21T11:15:00+00:00,2026-07-21T11:38:49.254679+00:00,2026-07-21T08:24:03.353518+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-0c2242725d6e3ca6c5e3,2026-07-15T23:00:00+00:00,2026-07-18T08:17:10.466370+00:00,2026-07-17T08:51:54.666336+00:00,prequential-v1,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,Chronos-Bolt,livehouse-canonical-v1,0.2614221838612299,0.5112946155214525,0.029834433927759724,0.36158092474976405,-4.6896532352207725,True
 future-0d91bb331f2b76934945,2026-07-20T22:25:00+00:00,2026-07-21T01:38:06.725678+00:00,2026-07-20T16:25:49.587102+00:00,prequential-v1,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,Chronos-Bolt,livehouse-canonical-v1,33.37539076252154,5.777143823942896,0.13523778431850195,5.04355026640964,22.26882732621328,True
 future-0f42482e5d99417616f1,2026-07-18T06:05:00+00:00,2026-07-19T21:20:30.828354+00:00,2026-07-19T20:53:54.236553+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-0fbad1f57007f37b49fb,2026-07-25T22:40:00+00:00,2026-07-27T08:32:00.448121+00:00,2026-07-27T06:48:00.790180+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-0fd8f6490c8546bcd951,2026-07-18T16:00:00+00:00,2026-07-18T16:12:34.818628+00:00,2026-07-17T16:43:13.175929+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Chronos-Bolt,livehouse-canonical-v1,0.6986573055876192,0.8358572279926872,0.011706709382080923,0.6663940098258891,-11.702461604850091,True
 future-10a00d569bf21d639023,2026-07-19T16:00:00+00:00,2026-07-19T18:53:24.733825+00:00,2026-07-18T16:12:34.887812+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Chronos-Bolt,livehouse-canonical-v1,0.7007968237995718,0.8371360843970183,0.007420226484356154,0.713511948486998,22.42808803921792,True
 future-10c309e0c6bd8c7bc4e0,2026-07-25T02:20:00+00:00,2026-07-26T15:29:36.571386+00:00,2026-07-26T13:17:47.072710+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-f32b27ebf0637c016ca5,2026-07-16T02:30:00+00:00,2026-07-17T02:13:13.571513+00:00,2026-07-17T01:15:34.836028+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-f3542874767d87f1e8c2,2026-07-21T10:10:00+00:00,2026-07-22T13:53:33.996084+00:00,2026-07-22T01:38:57.237447+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Chronos-Bolt,livehouse-canonical-v1,6.116111176784015,2.473077268664288,0.10510782049343087,1.4214162919101814,5.720399186700295,True
 future-f3aaa1bfc2cd11a8bed2,2026-07-21T22:50:00+00:00,2026-07-22T12:18:39.205763+00:00,2026-07-22T10:32:20.240056+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-f42f5f3c2ea702bea052,2026-07-27T04:35:00+00:00,2026-07-27T08:32:00.952518+00:00,2026-07-27T01:48:00.972373+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,Chronos-Bolt,livehouse-canonical-v1,1.9129631076232625e-05,0.004373743371099021,,0.005150561681904362,-100.0,False
 future-f53574d6faad5c9b2b64,2026-07-23T15:40:00+00:00,2026-07-23T15:52:32.890943+00:00,2026-07-23T12:48:48.826096+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,Chronos-Bolt,livehouse-canonical-v1,3.724306069722159e-05,0.006102709291554169,,0.006097754803489733,-100.0,False
 future-f5c91889c616d2692f14,2026-07-25T02:40:00+00:00,2026-07-26T01:29:43.509659+00:00,2026-07-25T14:43:04.282702+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Chronos-Bolt,livehouse-canonical-v1,2.0036326722447697,1.4154973232912769,0.11466381957038513,0.9838839278117456,9.392822807748825,True
 future-f5dc1560f77efe524144,2026-07-21T11:15:00+00:00,2026-07-21T11:38:49.260421+00:00,2026-07-21T08:24:03.353518+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-0c2242725d6e3ca6c5e3,2026-07-15T23:00:00+00:00,2026-07-18T08:17:10.472211+00:00,2026-07-17T08:51:54.666336+00:00,prequential-v1,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,ETS,livehouse-canonical-v1,13.128310992399873,3.6233011180965726,0.23858061553508705,3.0301927283597716,-96.43879373079817,True
 future-0d91bb331f2b76934945,2026-07-20T22:25:00+00:00,2026-07-21T01:38:06.736140+00:00,2026-07-20T16:25:49.587102+00:00,prequential-v1,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,ETS,livehouse-canonical-v1,29.069495192473852,5.391613412743337,0.12805493676674587,5.298715209167143,28.72328053690091,True
 future-0f42482e5d99417616f1,2026-07-18T06:05:00+00:00,2026-07-19T21:20:30.832017+00:00,2026-07-19T20:53:54.236553+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-0fbad1f57007f37b49fb,2026-07-25T22:40:00+00:00,2026-07-27T08:32:00.487874+00:00,2026-07-27T06:48:00.790180+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-0fd8f6490c8546bcd951,2026-07-18T16:00:00+00:00,2026-07-18T16:12:34.823985+00:00,2026-07-17T16:43:13.175929+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,ETS,livehouse-canonical-v1,0.6471381825776809,0.8044489931485282,0.012054639146319324,0.7232436635130499,-7.909742380527625,True
 future-10a00d569bf21d639023,2026-07-19T16:00:00+00:00,2026-07-19T18:53:24.738088+00:00,2026-07-18T16:12:34.887812+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,ETS,livehouse-canonical-v1,0.9931296801424873,0.9965589195539255,0.008891222762706695,0.8698645014154598,5.378563257633374,True
 future-10c309e0c6bd8c7bc4e0,2026-07-25T02:20:00+00:00,2026-07-26T15:29:36.611444+00:00,2026-07-26T13:17:47.072710+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-f32b27ebf0637c016ca5,2026-07-16T02:30:00+00:00,2026-07-17T02:13:13.577274+00:00,2026-07-17T01:15:34.836028+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-f3542874767d87f1e8c2,2026-07-21T10:10:00+00:00,2026-07-22T13:53:34.005706+00:00,2026-07-22T01:38:57.237447+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,ETS,livehouse-canonical-v1,9.066393181539674,3.0110451975252173,0.12827836241858045,1.8744912777741618,-13.865849822144103,True
 future-f3aaa1bfc2cd11a8bed2,2026-07-21T22:50:00+00:00,2026-07-22T12:18:39.212045+00:00,2026-07-22T10:32:20.240056+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-f42f5f3c2ea702bea052,2026-07-27T04:35:00+00:00,2026-07-27T08:32:01.003434+00:00,2026-07-27T01:48:00.972373+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,ETS,livehouse-canonical-v1,0.0012083193679605332,0.03476088848059746,,4.125002731213289e-08,-100.0,False
 future-f53574d6faad5c9b2b64,2026-07-23T15:40:00+00:00,2026-07-23T15:52:32.927526+00:00,2026-07-23T12:48:48.826096+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,ETS,livehouse-canonical-v1,0.005837013850878844,0.07640035242640471,,0.00040825155986482035,-100.0,False
 future-f5c91889c616d2692f14,2026-07-25T02:40:00+00:00,2026-07-26T01:29:43.573528+00:00,2026-07-25T14:43:04.282702+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,ETS,livehouse-canonical-v1,1.756202323115125,1.3252178398720433,0.12100374515548228,0.9816488484074193,15.875574198909778,True
 future-f5dc1560f77efe524144,2026-07-21T11:15:00+00:00,2026-07-21T11:38:49.265462+00:00,2026-07-21T08:24:03.353518+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-0c2242725d6e3ca6c5e3,2026-07-15T23:00:00+00:00,2026-07-18T08:17:10.477519+00:00,2026-07-17T08:51:54.666336+00:00,prequential-v1,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,Moirai-2.0,livehouse-canonical-v1,0.3492971688555868,0.5910136790765395,0.03453509232354764,0.4208199552959436,-18.950545175441437,True
 future-0d91bb331f2b76934945,2026-07-20T22:25:00+00:00,2026-07-21T01:38:06.742899+00:00,2026-07-20T16:25:49.587102+00:00,prequential-v1,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,Moirai-2.0,livehouse-canonical-v1,34.48002722697698,5.8719696207471115,0.13693095207125996,3.9265630334247468,20.71600031240316,True
 future-0f42482e5d99417616f1,2026-07-18T06:05:00+00:00,2026-07-19T21:20:30.835578+00:00,2026-07-19T20:53:54.236553+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-0fbad1f57007f37b49fb,2026-07-25T22:40:00+00:00,2026-07-27T08:32:00.516431+00:00,2026-07-27T06:48:00.790180+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-0fd8f6490c8546bcd951,2026-07-18T16:00:00+00:00,2026-07-18T16:12:34.829597+00:00,2026-07-17T16:43:13.175929+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Moirai-2.0,livehouse-canonical-v1,0.30816785285287224,0.5551286813459311,0.00745430610860504,0.5177131880550238,28.36937906914708,True
 future-10a00d569bf21d639023,2026-07-19T16:00:00+00:00,2026-07-19T18:53:24.742443+00:00,2026-07-18T16:12:34.887812+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Moirai-2.0,livehouse-canonical-v1,0.9078380999144094,0.952805384070855,0.008614364810342176,0.8089813902432015,9.841558548730177,True
 future-10c309e0c6bd8c7bc4e0,2026-07-25T02:20:00+00:00,2026-07-26T15:29:36.647524+00:00,2026-07-26T13:17:47.072710+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-f32b27ebf0637c016ca5,2026-07-16T02:30:00+00:00,2026-07-17T02:13:13.581781+00:00,2026-07-17T01:15:34.836028+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-f3542874767d87f1e8c2,2026-07-21T10:10:00+00:00,2026-07-22T13:53:34.014955+00:00,2026-07-22T01:38:57.237447+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Moirai-2.0,livehouse-canonical-v1,5.463943424828356,2.3375079518214172,0.09916417903414437,1.3766705702585103,11.315763352192922,True
 future-f3aaa1bfc2cd11a8bed2,2026-07-21T22:50:00+00:00,2026-07-22T12:18:39.217948+00:00,2026-07-22T10:32:20.240056+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-f42f5f3c2ea702bea052,2026-07-27T04:35:00+00:00,2026-07-27T08:32:01.031518+00:00,2026-07-27T01:48:00.972373+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,Moirai-2.0,livehouse-canonical-v1,3.877813742129857e-06,0.0019692165300265628,,0.001405173142724328,-100.0,False
 future-f53574d6faad5c9b2b64,2026-07-23T15:40:00+00:00,2026-07-23T15:52:32.962044+00:00,2026-07-23T12:48:48.826096+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,Moirai-2.0,livehouse-canonical-v1,5.571881066393555e-06,0.0023604832273061284,,0.0015688474351785312,-100.0,False
 future-f5c91889c616d2692f14,2026-07-25T02:40:00+00:00,2026-07-26T01:29:43.618808+00:00,2026-07-25T14:43:04.282702+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Moirai-2.0,livehouse-canonical-v1,1.7156432224815226,1.3098256458328805,0.11052935927740025,0.9221218033017711,17.012251591866683,True
 future-f5dc1560f77efe524144,2026-07-21T11:15:00+00:00,2026-07-21T11:38:49.271918+00:00,2026-07-21T08:24:03.353518+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-0c2242725d6e3ca6c5e3,2026-07-15T23:00:00+00:00,2026-07-18T08:17:10.483256+00:00,2026-07-17T08:51:54.666336+00:00,prequential-v1,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,Moving-Average,livehouse-canonical-v1,1.3423722369360267,1.158607887482226,0.07990313572585715,0.9500232221010657,-69.88040941623014,True
 future-0d91bb331f2b76934945,2026-07-20T22:25:00+00:00,2026-07-21T01:38:06.758031+00:00,2026-07-20T16:25:49.587102+00:00,prequential-v1,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,Moving-Average,livehouse-canonical-v1,52.69994532827627,7.259472799609918,0.17166407073394366,7.1529489148882215,-0.1914917466910569,True
 future-0f42482e5d99417616f1,2026-07-18T06:05:00+00:00,2026-07-19T21:20:30.839790+00:00,2026-07-19T20:53:54.236553+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-0fbad1f57007f37b49fb,2026-07-25T22:40:00+00:00,2026-07-27T08:32:00.562483+00:00,2026-07-27T06:48:00.790180+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-0fd8f6490c8546bcd951,2026-07-18T16:00:00+00:00,2026-07-18T16:12:34.834897+00:00,2026-07-17T16:43:13.175929+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Moving-Average,livehouse-canonical-v1,0.34181751195611204,0.5846516158842906,0.008819899970267981,0.5065878822944938,23.538090901191737,True
 future-10a00d569bf21d639023,2026-07-19T16:00:00+00:00,2026-07-19T18:53:24.746529+00:00,2026-07-18T16:12:34.887812+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Moving-Average,livehouse-canonical-v1,1.046420389194073,1.0229469141622516,0.00911503056065781,0.8941185548511668,2.7695895524726675,True
 future-10c309e0c6bd8c7bc4e0,2026-07-25T02:20:00+00:00,2026-07-26T15:29:36.669275+00:00,2026-07-26T13:17:47.072710+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-f32b27ebf0637c016ca5,2026-07-16T02:30:00+00:00,2026-07-17T02:13:13.586175+00:00,2026-07-17T01:15:34.836028+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-f3542874767d87f1e8c2,2026-07-21T10:10:00+00:00,2026-07-22T13:53:34.023896+00:00,2026-07-22T01:38:57.237447+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Moving-Average,livehouse-canonical-v1,6.910944164417407,2.62886746802067,0.11133016913434207,1.6240266538914934,-0.3823370523647984,True
 future-f3aaa1bfc2cd11a8bed2,2026-07-21T22:50:00+00:00,2026-07-22T12:18:39.225337+00:00,2026-07-22T10:32:20.240056+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-f42f5f3c2ea702bea052,2026-07-27T04:35:00+00:00,2026-07-27T08:32:01.074354+00:00,2026-07-27T01:48:00.972373+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,Moving-Average,livehouse-canonical-v1,0.0012083186347526924,0.03476087793414735,,0.0,-100.0,False
 future-f53574d6faad5c9b2b64,2026-07-23T15:40:00+00:00,2026-07-23T15:52:32.987278+00:00,2026-07-23T12:48:48.826096+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,Moving-Average,livehouse-canonical-v1,0.0058533217648239905,0.07650700467815996,,0.0,-100.00000000000001,False
 future-f5c91889c616d2692f14,2026-07-25T02:40:00+00:00,2026-07-26T01:29:43.643519+00:00,2026-07-25T14:43:04.282702+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Moving-Average,livehouse-canonical-v1,1.74984652543162,1.322817646326061,0.1449718273633364,1.0791842439150505,16.052235386062286,True
 future-f5dc1560f77efe524144,2026-07-21T11:15:00+00:00,2026-07-21T11:38:49.277560+00:00,2026-07-21T08:24:03.353518+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-0c2242725d6e3ca6c5e3,2026-07-15T23:00:00+00:00,2026-07-18T08:17:10.493939+00:00,2026-07-17T08:51:54.666336+00:00,prequential-v1,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,Seasonal-Naive,livehouse-canonical-v1,0.2380009697790948,0.48785343063167524,0.035243225815500524,0.36453031453978224,0.0,True
 future-0d91bb331f2b76934945,2026-07-20T22:25:00+00:00,2026-07-21T01:38:06.766153+00:00,2026-07-20T16:25:49.587102+00:00,prequential-v1,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,Seasonal-Naive,livehouse-canonical-v1,52.498498989759845,7.245584792807262,0.1696509349640021,6.903431878061449,0.0,True
 future-0f42482e5d99417616f1,2026-07-18T06:05:00+00:00,2026-07-19T21:20:30.843538+00:00,2026-07-19T20:53:54.236553+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-0fbad1f57007f37b49fb,2026-07-25T22:40:00+00:00,2026-07-27T08:32:00.594606+00:00,2026-07-27T06:48:00.790180+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-0fd8f6490c8546bcd951,2026-07-18T16:00:00+00:00,2026-07-18T16:12:34.840008+00:00,2026-07-17T16:43:13.175929+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Seasonal-Naive,livehouse-canonical-v1,0.5522682255956322,0.7431475126753989,0.008859938442509175,0.48698678376365023,0.0,True
 future-10a00d569bf21d639023,2026-07-19T16:00:00+00:00,2026-07-19T18:53:24.750625+00:00,2026-07-18T16:12:34.887812+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Seasonal-Naive,livehouse-canonical-v1,1.1060345564914609,1.0516817752968153,0.00922587439024143,0.7171949867699221,0.0,True
 future-10c309e0c6bd8c7bc4e0,2026-07-25T02:20:00+00:00,2026-07-26T15:29:36.729424+00:00,2026-07-26T13:17:47.072710+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-f32b27ebf0637c016ca5,2026-07-16T02:30:00+00:00,2026-07-17T02:13:13.590876+00:00,2026-07-17T01:15:34.836028+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-f3542874767d87f1e8c2,2026-07-21T10:10:00+00:00,2026-07-22T13:53:34.033501+00:00,2026-07-22T01:38:57.237447+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Seasonal-Naive,livehouse-canonical-v1,6.858299245032781,2.618835474983639,0.11360236666149531,1.7425113167318442,0.0,True
 future-f3aaa1bfc2cd11a8bed2,2026-07-21T22:50:00+00:00,2026-07-22T12:18:39.231315+00:00,2026-07-22T10:32:20.240056+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-f42f5f3c2ea702bea052,2026-07-27T04:35:00+00:00,2026-07-27T08:32:01.108337+00:00,2026-07-27T01:48:00.972373+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-f53574d6faad5c9b2b64,2026-07-23T15:40:00+00:00,2026-07-23T15:52:33.045195+00:00,2026-07-23T12:48:48.826096+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-f5c91889c616d2692f14,2026-07-25T02:40:00+00:00,2026-07-26T01:29:43.683301+00:00,2026-07-25T14:43:04.282702+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Seasonal-Naive,livehouse-canonical-v1,2.419047151437283,1.555328631330782,0.14934093752082997,1.1933088502994684,0.0,True
 future-f5dc1560f77efe524144,2026-07-21T11:15:00+00:00,2026-07-21T11:38:49.283065+00:00,2026-07-21T08:24:03.353518+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-0c2242725d6e3ca6c5e3,2026-07-15T23:00:00+00:00,2026-07-18T08:17:10.499078+00:00,2026-07-17T08:51:54.666336+00:00,prequential-v1,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,Sundial,livehouse-canonical-v1,0.5905674517943974,0.7684838656695385,0.045571977199065916,0.5560463511785046,-42.55128156414186,True
 future-0d91bb331f2b76934945,2026-07-20T22:25:00+00:00,2026-07-21T01:38:06.772440+00:00,2026-07-20T16:25:49.587102+00:00,prequential-v1,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,Sundial,livehouse-canonical-v1,49.69626711921793,7.049557937858085,0.1637008481349949,6.716268100727324,2.742050280298789,True
 future-0f42482e5d99417616f1,2026-07-18T06:05:00+00:00,2026-07-19T21:20:30.847040+00:00,2026-07-19T20:53:54.236553+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Sundial,livehouse-canonical-v1,4.929836787503007e-16,2.220323577207387e-08,,1.964594174276014e-08,0.0,False
+future-0fbad1f57007f37b49fb,2026-07-25T22:40:00+00:00,2026-07-27T08:32:00.648400+00:00,2026-07-27T06:48:00.790180+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Sundial,livehouse-canonical-v1,4.549672274836144e-16,2.1329960794235286e-08,,2.0767769360186398e-08,0.0,False
 future-0fd8f6490c8546bcd951,2026-07-18T16:00:00+00:00,2026-07-18T16:12:34.845139+00:00,2026-07-17T16:43:13.175929+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Sundial,livehouse-canonical-v1,0.687705579825327,0.829280157621854,0.011752397430344806,0.717863516897427,-10.922598012763274,True
 future-10a00d569bf21d639023,2026-07-19T16:00:00+00:00,2026-07-19T18:53:24.755622+00:00,2026-07-18T16:12:34.887812+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Sundial,livehouse-canonical-v1,0.5469785675131923,0.7395799939919903,0.006591759453248153,0.6292316692122183,33.82042047094448,True
 future-10c309e0c6bd8c7bc4e0,2026-07-25T02:20:00+00:00,2026-07-26T15:29:36.762543+00:00,2026-07-26T13:17:47.072710+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Sundial,livehouse-canonical-v1,4.239326185700335e-16,2.0589624051206798e-08,,2.029662311964631e-08,0.0,False
 future-f32b27ebf0637c016ca5,2026-07-16T02:30:00+00:00,2026-07-17T02:13:13.595599+00:00,2026-07-17T01:15:34.836028+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Sundial,livehouse-canonical-v1,4.3521047371990115e-16,2.086169872565274e-08,,2.0258800847583057e-08,0.0,False
 future-f3542874767d87f1e8c2,2026-07-21T10:10:00+00:00,2026-07-22T13:53:34.042680+00:00,2026-07-22T01:38:57.237447+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Sundial,livehouse-canonical-v1,6.4283075154743665,2.5354107192867916,0.10910180681584564,1.58495890469544,3.236279490385114,True
 future-f3aaa1bfc2cd11a8bed2,2026-07-21T22:50:00+00:00,2026-07-22T12:18:39.237425+00:00,2026-07-22T10:32:20.240056+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Sundial,livehouse-canonical-v1,4.809177140629466e-16,2.1929836161333868e-08,,2.0419572071077667e-08,0.0,False
+future-f42f5f3c2ea702bea052,2026-07-27T04:35:00+00:00,2026-07-27T08:32:01.147295+00:00,2026-07-27T01:48:00.972373+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,Sundial,livehouse-canonical-v1,0.002358375788148293,0.04856311139278756,,0.011695251725525484,-100.0,False
 future-f53574d6faad5c9b2b64,2026-07-23T15:40:00+00:00,2026-07-23T15:52:33.081339+00:00,2026-07-23T12:48:48.826096+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,Sundial,livehouse-canonical-v1,0.0016420196472487678,0.04052184160732046,,0.01127579951500207,-100.0,False
 future-f5c91889c616d2692f14,2026-07-25T02:40:00+00:00,2026-07-26T01:29:43.723278+00:00,2026-07-25T14:43:04.282702+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Sundial,livehouse-canonical-v1,1.7901453040764765,1.3379631176069378,0.12804352737613958,0.9505946621148712,14.941152109521324,True
 future-f5dc1560f77efe524144,2026-07-21T11:15:00+00:00,2026-07-21T11:38:49.287738+00:00,2026-07-21T08:24:03.353518+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,Sundial,livehouse-canonical-v1,5.195545051895041e-15,7.208012938317356e-08,,5.475512910562773e-08,0.0,False
 future-0c2242725d6e3ca6c5e3,2026-07-15T23:00:00+00:00,2026-07-18T08:17:10.504276+00:00,2026-07-17T08:51:54.666336+00:00,prequential-v1,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,TabPFN-TS,livehouse-canonical-v1,0.5239329567197472,0.7238321329698946,0.04220232356701537,0.545553956887063,-37.52713680233885,True
 future-0d91bb331f2b76934945,2026-07-20T22:25:00+00:00,2026-07-21T01:38:06.779555+00:00,2026-07-20T16:25:49.587102+00:00,prequential-v1,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,TabPFN-TS,livehouse-canonical-v1,42.59169124774339,6.526231013973026,0.151716303073881,6.460247929886967,10.418327818329722,True
 future-0f42482e5d99417616f1,2026-07-18T06:05:00+00:00,2026-07-19T21:20:30.850688+00:00,2026-07-19T20:53:54.236553+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-0fbad1f57007f37b49fb,2026-07-25T22:40:00+00:00,2026-07-27T08:32:00.680854+00:00,2026-07-27T06:48:00.790180+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-0fd8f6490c8546bcd951,2026-07-18T16:00:00+00:00,2026-07-18T16:12:34.850579+00:00,2026-07-17T16:43:13.175929+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,TabPFN-TS,livehouse-canonical-v1,1.2774558427329046,1.1302459213520324,0.016649895345160867,1.115126586811062,-39.633714705394645,True
 future-10a00d569bf21d639023,2026-07-19T16:00:00+00:00,2026-07-19T18:53:24.763224+00:00,2026-07-18T16:12:34.887812+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,TabPFN-TS,livehouse-canonical-v1,1.059701178138914,1.029417883145088,0.00935671396070718,1.0125629787471346,2.139382825506848,True
 future-10c309e0c6bd8c7bc4e0,2026-07-25T02:20:00+00:00,2026-07-26T15:29:36.803459+00:00,2026-07-26T13:17:47.072710+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-f32b27ebf0637c016ca5,2026-07-16T02:30:00+00:00,2026-07-17T02:13:13.604730+00:00,2026-07-17T01:15:34.836028+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-f3542874767d87f1e8c2,2026-07-21T10:10:00+00:00,2026-07-22T13:53:34.052362+00:00,2026-07-22T01:38:57.237447+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,TabPFN-TS,livehouse-canonical-v1,5.687799985511636,2.3849108967656707,0.10138805400138091,1.5840219841662413,9.329587133118455,True
 future-f3aaa1bfc2cd11a8bed2,2026-07-21T22:50:00+00:00,2026-07-22T12:18:39.251751+00:00,2026-07-22T10:32:20.240056+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-f42f5f3c2ea702bea052,2026-07-27T04:35:00+00:00,2026-07-27T08:32:01.177996+00:00,2026-07-27T01:48:00.972373+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,TabPFN-TS,livehouse-canonical-v1,9.776547905882346e-07,0.0009887642745307066,,0.000974482694513341,-100.0,False
 future-f53574d6faad5c9b2b64,2026-07-23T15:40:00+00:00,2026-07-23T15:52:33.123225+00:00,2026-07-23T12:48:48.826096+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,TabPFN-TS,livehouse-canonical-v1,5.480092404189593e-07,0.0007402764621538086,,0.0006857448605071714,-100.0,False
 future-f5c91889c616d2692f14,2026-07-25T02:40:00+00:00,2026-07-26T01:29:43.759044+00:00,2026-07-25T14:43:04.282702+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,TabPFN-TS,livehouse-canonical-v1,2.4352118804391307,1.5605165428277685,0.1509728010206041,1.30573312859453,-0.333000956391055,True
 future-f5dc1560f77efe524144,2026-07-21T11:15:00+00:00,2026-07-21T11:38:49.292927+00:00,2026-07-21T08:24:03.353518+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-0c2242725d6e3ca6c5e3,2026-07-15T23:00:00+00:00,2026-07-18T08:17:10.515580+00:00,2026-07-17T08:51:54.666336+00:00,prequential-v1,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,TiRex,livehouse-canonical-v1,0.3051037875310499,0.552362007682507,0.033174889036431836,0.3954888529046477,-12.355409679027254,True
 future-0d91bb331f2b76934945,2026-07-20T22:25:00+00:00,2026-07-21T01:38:06.790382+00:00,2026-07-20T16:25:49.587102+00:00,prequential-v1,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,TiRex,livehouse-canonical-v1,32.126889017498875,5.668058663907677,0.1327593277983881,5.143391848770991,24.07269313851016,True
 future-0f42482e5d99417616f1,2026-07-18T06:05:00+00:00,2026-07-19T21:20:30.857860+00:00,2026-07-19T20:53:54.236553+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-0fbad1f57007f37b49fb,2026-07-25T22:40:00+00:00,2026-07-27T08:32:00.760773+00:00,2026-07-27T06:48:00.790180+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-0fd8f6490c8546bcd951,2026-07-18T16:00:00+00:00,2026-07-18T16:12:34.860095+00:00,2026-07-17T16:43:13.175929+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,TiRex,livehouse-canonical-v1,0.8209276251729151,0.9060505643577046,0.013420903569117524,0.7329003178523114,-19.5645362186989,True
 future-10a00d569bf21d639023,2026-07-19T16:00:00+00:00,2026-07-19T18:53:24.771420+00:00,2026-07-18T16:12:34.887812+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,TiRex,livehouse-canonical-v1,0.6969419160012454,0.8348304714139545,0.007432460591592371,0.6906975268746183,22.689849076323448,True
 future-10c309e0c6bd8c7bc4e0,2026-07-25T02:20:00+00:00,2026-07-26T15:29:36.878283+00:00,2026-07-26T13:17:47.072710+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-f32b27ebf0637c016ca5,2026-07-16T02:30:00+00:00,2026-07-17T02:13:13.614069+00:00,2026-07-17T01:15:34.836028+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-f3542874767d87f1e8c2,2026-07-21T10:10:00+00:00,2026-07-22T13:53:34.070188+00:00,2026-07-22T01:38:57.237447+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,TiRex,livehouse-canonical-v1,6.2203594986528765,2.4940648545402495,0.1064645941596059,1.4070411932391034,4.877715359672493,True
 future-f3aaa1bfc2cd11a8bed2,2026-07-21T22:50:00+00:00,2026-07-22T12:18:39.263227+00:00,2026-07-22T10:32:20.240056+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-f42f5f3c2ea702bea052,2026-07-27T04:35:00+00:00,2026-07-27T08:32:01.260800+00:00,2026-07-27T01:48:00.972373+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,TiRex,livehouse-canonical-v1,2.7758158710277846e-07,0.000526860121002509,,0.0004428110867701004,-100.0,False
 future-f53574d6faad5c9b2b64,2026-07-23T15:40:00+00:00,2026-07-23T15:52:33.207302+00:00,2026-07-23T12:48:48.826096+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,TiRex,livehouse-canonical-v1,1.0948250507642392e-06,0.00104633887950522,,0.0008389783263106658,-100.0,False
 future-f5c91889c616d2692f14,2026-07-25T02:40:00+00:00,2026-07-26T01:29:43.826453+00:00,2026-07-25T14:43:04.282702+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,TiRex,livehouse-canonical-v1,1.9440140062515094,1.3942790274014414,0.12006436590853202,1.0362881230319965,10.88761142732661,True
 future-f5dc1560f77efe524144,2026-07-21T11:15:00+00:00,2026-07-21T11:38:49.309155+00:00,2026-07-21T08:24:03.353518+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-0c2242725d6e3ca6c5e3,2026-07-15T23:00:00+00:00,2026-07-18T08:17:10.509718+00:00,2026-07-17T08:51:54.666336+00:00,prequential-v1,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,TimesFM-2.5,livehouse-canonical-v1,0.7099048808631441,0.8425585326036074,0.0626425577213279,0.6094043319373831,-49.783837789830926,True
 future-0d91bb331f2b76934945,2026-07-20T22:25:00+00:00,2026-07-21T01:38:06.784794+00:00,2026-07-20T16:25:49.587102+00:00,prequential-v1,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,TimesFM-2.5,livehouse-canonical-v1,36.71344541442391,6.059162104979855,0.13601019625353641,6.0643934701771975,17.693879088454963,True
 future-0f42482e5d99417616f1,2026-07-18T06:05:00+00:00,2026-07-19T21:20:30.853921+00:00,2026-07-19T20:53:54.236553+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-0fbad1f57007f37b49fb,2026-07-25T22:40:00+00:00,2026-07-27T08:32:00.722722+00:00,2026-07-27T06:48:00.790180+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-0fd8f6490c8546bcd951,2026-07-18T16:00:00+00:00,2026-07-18T16:12:34.855441+00:00,2026-07-17T16:43:13.175929+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,TimesFM-2.5,livehouse-canonical-v1,0.8355275175827096,0.9140719433297959,0.015397951978898601,0.79716763215306,-20.410733595302332,True
 future-10a00d569bf21d639023,2026-07-19T16:00:00+00:00,2026-07-19T18:53:24.767494+00:00,2026-07-18T16:12:34.887812+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,TimesFM-2.5,livehouse-canonical-v1,0.6565931237844028,0.8103043402231058,0.008470917050547812,0.7152359850783844,25.498375960867545,True
 future-10c309e0c6bd8c7bc4e0,2026-07-25T02:20:00+00:00,2026-07-26T15:29:36.849177+00:00,2026-07-26T13:17:47.072710+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-f32b27ebf0637c016ca5,2026-07-16T02:30:00+00:00,2026-07-17T02:13:13.609163+00:00,2026-07-17T01:15:34.836028+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-f3542874767d87f1e8c2,2026-07-21T10:10:00+00:00,2026-07-22T13:53:34.061333+00:00,2026-07-22T01:38:57.237447+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,TimesFM-2.5,livehouse-canonical-v1,5.6414618118772655,2.375176164388079,0.10703978874929373,1.524096642729347,9.734885551934857,True
 future-f3aaa1bfc2cd11a8bed2,2026-07-21T22:50:00+00:00,2026-07-22T12:18:39.257455+00:00,2026-07-22T10:32:20.240056+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-f42f5f3c2ea702bea052,2026-07-27T04:35:00+00:00,2026-07-27T08:32:01.215484+00:00,2026-07-27T01:48:00.972373+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,TimesFM-2.5,livehouse-canonical-v1,1.3731106967535329e-06,0.0011717980614225016,,0.003551588315901003,-100.0,False
 future-f53574d6faad5c9b2b64,2026-07-23T15:40:00+00:00,2026-07-23T15:52:33.158157+00:00,2026-07-23T12:48:48.826096+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,TimesFM-2.5,livehouse-canonical-v1,9.797634651341596e-08,0.00031301173542443416,,0.006011561743560369,-100.0,False
 future-f5c91889c616d2692f14,2026-07-25T02:40:00+00:00,2026-07-26T01:29:43.793544+00:00,2026-07-25T14:43:04.282702+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,TimesFM-2.5,livehouse-canonical-v1,1.7475519811316367,1.321950067563687,0.1105426369996072,0.9879443474987509,16.1161453007752,True
 future-f5dc1560f77efe524144,2026-07-21T11:15:00+00:00,2026-07-21T11:38:49.298259+00:00,2026-07-21T08:24:03.353518+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-0c2242725d6e3ca6c5e3,2026-07-15T23:00:00+00:00,2026-07-18T08:17:10.524860+00:00,2026-07-17T08:51:54.666336+00:00,prequential-v1,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,Toto-1.0,livehouse-canonical-v1,0.37888798183745664,0.6155387736263709,0.03556207593471684,0.4019547201838309,-22.83831015114938,True
 future-0d91bb331f2b76934945,2026-07-20T22:25:00+00:00,2026-07-21T01:38:06.795556+00:00,2026-07-20T16:25:49.587102+00:00,prequential-v1,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,Toto-1.0,livehouse-canonical-v1,45.83937400871016,6.7704781226077495,0.15760132690758344,6.116058660793387,6.77167888424157,True
 future-0f42482e5d99417616f1,2026-07-18T06:05:00+00:00,2026-07-19T21:20:30.861768+00:00,2026-07-19T20:53:54.236553+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Toto-1.0,livehouse-canonical-v1,2.48628659511725e-06,0.0015767963074275796,,0.0002902923245124434,-100.0,False
+future-0fbad1f57007f37b49fb,2026-07-25T22:40:00+00:00,2026-07-27T08:32:00.792632+00:00,2026-07-27T06:48:00.790180+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Toto-1.0,livehouse-canonical-v1,3.096686369417245e-09,5.564787839097952e-05,,0.00027683857946680354,-100.0,False
 future-0fd8f6490c8546bcd951,2026-07-18T16:00:00+00:00,2026-07-18T16:12:34.865075+00:00,2026-07-17T16:43:13.175929+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Toto-1.0,livehouse-canonical-v1,0.12186835398068631,0.34909648233788654,0.002884299524658696,0.2792493956432642,63.84461022504426,True
 future-10a00d569bf21d639023,2026-07-19T16:00:00+00:00,2026-07-19T18:53:24.775749+00:00,2026-07-18T16:12:34.887812+00:00,prequential-v1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Toto-1.0,livehouse-canonical-v1,1.8518164372889838,1.3608146226760587,0.009140883717860095,0.8464551044574836,-25.213639306567476,True
 future-10c309e0c6bd8c7bc4e0,2026-07-25T02:20:00+00:00,2026-07-26T15:29:36.916308+00:00,2026-07-26T13:17:47.072710+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Toto-1.0,livehouse-canonical-v1,0.2808617691013497,0.5299639318872085,,0.00027687753931281297,-100.0,False
 future-f32b27ebf0637c016ca5,2026-07-16T02:30:00+00:00,2026-07-17T02:13:13.618788+00:00,2026-07-17T01:15:34.836028+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Toto-1.0,livehouse-canonical-v1,0.00026771933601397703,0.016362131157461643,,0.0002681312707560816,-100.0,False
 future-f3542874767d87f1e8c2,2026-07-21T10:10:00+00:00,2026-07-22T13:53:34.078686+00:00,2026-07-22T01:38:57.237447+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Toto-1.0,livehouse-canonical-v1,31.299419136514278,5.594588379542706,0.10792724100912128,1.5041247028511817,-64.05288609525756,True
 future-f3aaa1bfc2cd11a8bed2,2026-07-21T22:50:00+00:00,2026-07-22T12:18:39.269146+00:00,2026-07-22T10:32:20.240056+00:00,prequential-v1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,Toto-1.0,livehouse-canonical-v1,9.396674586566139e-05,0.009693644612098248,,0.00026759349030406286,-100.0,False
+future-f42f5f3c2ea702bea052,2026-07-27T04:35:00+00:00,2026-07-27T08:32:01.292323+00:00,2026-07-27T01:48:00.972373+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,Toto-1.0,livehouse-canonical-v1,0.012840454368657432,0.11331572869049306,,0.0013640951207517992,-100.0,False
 future-f53574d6faad5c9b2b64,2026-07-23T15:40:00+00:00,2026-07-23T15:52:33.230368+00:00,2026-07-23T12:48:48.826096+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,Toto-1.0,livehouse-canonical-v1,0.7410124750279974,0.8608208147041969,,0.006039338762611211,-100.0,False
 future-f5c91889c616d2692f14,2026-07-25T02:40:00+00:00,2026-07-26T01:29:43.876846+00:00,2026-07-25T14:43:04.282702+00:00,prequential-v1,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,Toto-1.0,livehouse-canonical-v1,17.053612858597912,4.129602021817346,0.14111803564460385,0.9738774882293618,-75.15442522808253,True
 future-f5dc1560f77efe524144,2026-07-21T11:15:00+00:00,2026-07-21T11:38:49.314899+00:00,2026-07-21T08:24:03.353518+00:00,prequential-v1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,Toto-1.0,livehouse-canonical-v1,0.29782565448371634,0.5457340510575791,,0.0002866261186025238,-100.0,False

results/aggregates/live_results_by_dataset.csv CHANGED Viewed

@@ -1,8 +1,8 @@
 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,24,2.0327893525066814,1.2605427150765056,0.014573089004276608,1.18695990650739,9.833312187229014,2.135623055384809,0.029852068385153693,0.5168645252289956,213,1.0,2026-06-29T09:00:00+00:00,2026-07-27T02:00:00+00:00
 ARIMA,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,1.9550408452691226,1.2800735826671796,0.01173517790567427,1.1046317964975265,18.661052514691725,1.7735615937688818,-0.15268817204301077,0.23631302243273788,31,1.0,2026-06-30T08:00:00+00:00,2026-07-25T06:00:00+00:00
-ARIMA,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,6.773656102566113,0.3847347419047147,,0.15760407160868928,-31.968494021043526,74.37852948436496,0.06532243282010702,0.14729607869695646,260,0.0,2026-06-29T10:05:00+00:00,2026-07-26T18:20:00+00:00
-ARIMA,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,9.578202015526527e-15,9.786828912128036e-08,,2.502171382189062e-07,0.0,0.0,0.0,1.0,507,0.0,2026-06-25T14:45:00+00:00,2026-07-25T21:30:00+00:00
 ARIMA,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,2.00800771168344,1.326207173091614,0.08803981956779476,1.0373703489917312,-58.91418609438252,1.337635791274214,-0.0582010582010582,0.6809893725769562,28,1.0,2026-06-26T23:00:00+00:00,2026-07-24T23:00:00+00:00
 ARIMA,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,1.1941259217733204,0.964378535198614,1.2693820583712112,0.7547499604361004,5.526025270600313,1.166023180529336,0.07074789833410522,0.04000151096442611,378,0.9973544973544973,2026-06-29T10:00:00+00:00,2026-07-27T04:48:00+00:00
 ARIMA,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,2.65294799607064,1.4315386368513643,0.13299285505398112,1.0435655225030136,11.587935014997065,3.4020614598496324,-0.1251451800232288,0.0015432395829971354,288,1.0,2026-06-28T11:10:00+00:00,2026-07-26T03:20:00+00:00
@@ -14,8 +14,8 @@ ARIMA,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,181.818453235304
 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,24,1.6117911614426588,1.0695205059362567,0.0100853202752571,0.7741205692557181,28.297622329135265,1.9032512469123888,0.07619756763464879,0.08004919532870981,238,1.0,2026-06-29T09:00:00+00:00,2026-07-27T02:00:00+00:00
 Chronos-2,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,1.6159840041421918,1.0825470904741978,0.008336713219130282,0.7508053857926016,37.704191635511265,2.0268378330384347,-0.04435483870967743,0.7355269048685159,32,1.0,2026-06-30T08:00:00+00:00,2026-07-25T06:00:00+00:00
-Chronos-2,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,18;36,6.5164695693616865,0.3319072325337116,,0.14561138271622062,-31.20755924030286,72.94530132619889,0.039161847874708514,0.3734468003180962,271,0.0,2026-06-29T10:05:00+00:00,2026-07-26T18:20:00+00:00
-Chronos-2,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,1.7296862743653316e-18,1.3151753777977037e-09,,2.3561627471096824e-09,0.0,5.783289872325391e-34,0.0,1.0,526,0.0,2026-06-25T14:45:00+00:00,2026-07-25T21:30:00+00:00
 Chronos-2,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.31386553452913357,0.49365396547686097,0.03316284099899457,0.3340700346147921,7.7242988117908125,0.36722327176548764,-0.2698412698412698,0.04526042867191174,28,1.0,2026-06-26T23:00:00+00:00,2026-07-24T23:00:00+00:00
 Chronos-2,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,0.3283466699236902,0.4785764587077032,0.47654856445809757,0.3146185814748302,50.53845271905102,0.4235320468784648,-0.04869857262804367,0.1473156309214183,397,0.9974811083123426,2026-06-29T10:00:00+00:00,2026-07-27T04:48:00+00:00
 Chronos-2,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,2.7966371402662333,1.4870889440150759,0.14732287656869858,1.0119245685767808,7.3451939497548375,3.4780132800436627,-0.04627018993290058,0.22967749500451973,303,1.0,2026-06-28T11:10:00+00:00,2026-07-26T03:20:00+00:00
@@ -27,8 +27,8 @@ Chronos-2,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,167.25112176
 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,24,1.3584243203182118,0.988483236863085,0.009942212435786146,0.7224566765181408,22.070587855613862,1.5938837288700864,0.21714285714285714,1.881443456264298e-05,176,1.0,2026-07-03T07:00:00+00:00,2026-07-27T02:00:00+00:00
 Chronos-Bolt,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,1.514274095721929,1.045016033103337,0.00882882127302277,0.7080324611428557,34.210414178101914,1.711954252866411,0.08571428571428572,0.6119326072720337,21,1.0,2026-07-10T05:00:00+00:00,2026-07-25T06:00:00+00:00
-Chronos-Bolt,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,9.486108182103349,0.47655753498730974,,0.1916181959885318,-24.23987621095035,87.95450030435242,0.04412314692246888,0.40706922551519453,186,0.0,2026-07-03T04:20:00+00:00,2026-07-26T18:20:00+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,-100.0,2.022118600700596e-28,0.0,1.0,384,0.0,2026-07-01T21:10:00+00:00,2026-07-25T21:30:00+00:00
 Chronos-Bolt,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.36167861848650795,0.49455381778420476,0.03324062618358011,0.34431122124691615,7.986333567886383,0.5712708639071138,-0.15217391304347824,0.31275941965675913,24,1.0,2026-06-30T23:00:00+00:00,2026-07-24T23:00:00+00:00
 Chronos-Bolt,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,1.326850200040466,1.0448116152287334,1.0720103733171031,0.7022239946331835,7.288396027936377,1.0752496509659164,-0.003831417624521073,0.9265161195319109,261,0.9961685823754789,2026-07-03T07:42:00+00:00,2026-07-27T04:48:00+00:00
 Chronos-Bolt,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,3.053613210335367,1.5740409901649883,0.1420962223726639,1.076715875931189,-1.4618279657308582,3.7749827798629183,-0.056022408963585436,0.23403653585070838,204,1.0,2026-07-02T10:10:00+00:00,2026-07-26T03:20:00+00:00
@@ -40,8 +40,8 @@ Chronos-Bolt,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,215.32956
 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,24,1.9062516623742625,1.1438753096316576,0.010268748918062547,0.8908433451688154,25.155142045278517,2.4520911506313183,0.09442820444680665,0.04033071077808843,213,1.0,2026-06-29T09:00:00+00:00,2026-07-27T02:00:00+00:00
 ETS,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,1.7107012982517127,1.1483285083687549,0.008882762360871122,0.8552155797525732,30.22823273347917,1.8284059104472181,-0.07096774193548387,0.5894657747826293,31,1.0,2026-06-30T08:00:00+00:00,2026-07-25T06:00:00+00:00
-ETS,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,6.792458515307663,0.3803434523462875,,0.15410615276593814,-31.93555625301244,74.43418075288146,0.10162037003933935,0.024170892257262835,260,0.0,2026-06-29T10:05:00+00:00,2026-07-26T18:20:00+00:00
-ETS,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,9.578202015526527e-15,9.786828912128036e-08,,2.502171382189062e-07,0.0,0.0,0.0,1.0,507,0.0,2026-06-25T14:45:00+00:00,2026-07-25T21:30:00+00:00
 ETS,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,5.613843832129828,2.2103929965175833,0.15925778436226873,1.7831247026080472,-78.68678586194969,3.9623550410667945,0.021164021164021163,0.8910537311539605,28,1.0,2026-06-26T23:00:00+00:00,2026-07-24T23:00:00+00:00
 ETS,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,1.901162692868426,1.2269550528284876,1.440129555866517,0.9318212183897755,-11.867815207036653,1.6974189505088797,0.09076109076109076,0.008421312275258367,378,0.9973544973544973,2026-06-29T10:00:00+00:00,2026-07-27T04:48:00+00:00
 ETS,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,5.914336815515836,1.9166666616982038,0.1857866722252127,1.5320167983424575,-5.356131856590157,12.072152060601677,-0.174312814556717,1.0314733826614046e-05,288,1.0,2026-06-28T11:10:00+00:00,2026-07-26T03:20:00+00:00
@@ -53,8 +53,8 @@ ETS,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,180.5418804149591,
 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,24,1.3232765046928578,0.9429012137153884,0.008985526216856703,0.6909521591212189,31.450343129388866,1.6483081134835997,0.30585516178736516,1.5042570947855893e-09,177,1.0,2026-07-03T07:00:00+00:00,2026-07-27T02:00:00+00:00
 Moirai-2.0,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,1.8354760648986028,1.1643877410331194,0.009684535709908557,0.7442716890088968,29.00418007830918,1.782282812514967,0.0,1.0,21,1.0,2026-07-10T05:00:00+00:00,2026-07-25T06:00:00+00:00
-Moirai-2.0,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,9.436163971488511,0.4740534702882835,,0.189158954197461,-24.2321374688917,87.72680744646932,0.03462474887532076,0.5144312111196332,187,0.0,2026-07-03T04:20:00+00:00,2026-07-26T18:20:00+00:00
-Moirai-2.0,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,1.2167879962794955e-13,3.4882488390014493e-07,,4.100515180343539e-07,0.0,0.0,0.0,1.0,385,0.0,2026-07-01T21:10:00+00:00,2026-07-25T21:30:00+00:00
 Moirai-2.0,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.3509776387406318,0.5109250784451215,0.03392609341986356,0.3477349888235497,-0.05414682793155379,0.5466483923340161,-0.18840579710144928,0.20826013369971733,24,1.0,2026-06-30T23:00:00+00:00,2026-07-24T23:00:00+00:00
 Moirai-2.0,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,0.6976096269058605,0.7034101798399595,0.8201778887592557,0.4659106619933666,39.17397254042291,0.8481705276637138,0.03951332221929748,0.340590108961637,262,0.9961832061068703,2026-07-03T07:42:00+00:00,2026-07-27T04:48:00+00:00
 Moirai-2.0,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,2.8839447414764523,1.5147284313383567,0.1368150397798965,1.0182122980375516,3.30688144305577,3.697180078734069,-0.02552687662798958,0.5857967156807884,206,1.0,2026-07-02T10:10:00+00:00,2026-07-26T03:20:00+00:00
@@ -66,8 +66,8 @@ Moirai-2.0,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,212.6633825
 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,24,2.58996163721899,1.3525809286874553,0.012714891921704255,1.1294004024235538,13.346509924484181,2.916466841762542,-0.010452653025068653,0.8204538033826462,213,1.0,2026-06-29T09:00:00+00:00,2026-07-27T02:00:00+00:00
 Moving-Average,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,3.373280996608969,1.5776522602429985,0.012692017698245876,1.3334994557395554,13.950577941966152,3.392855649239463,-0.01935483870967742,0.8927741234198122,31,1.0,2026-06-30T08:00:00+00:00,2026-07-25T06:00:00+00:00
-Moving-Average,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,6.8272136773460295,0.4011517291913191,,0.17357612014436108,-32.72804839905077,74.44304312925878,0.09112767323395073,0.04321914038279204,260,0.0,2026-06-29T10:05:00+00:00,2026-07-26T18:20:00+00:00
-Moving-Average,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,9.578202015526527e-15,9.786828912128036e-08,,2.502171382189062e-07,0.0,0.0,0.0,1.0,507,0.0,2026-06-25T14:45:00+00:00,2026-07-25T21:30:00+00:00
 Moving-Average,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.9267203694223873,0.8991660074328582,0.06467944417529574,0.6832483151466748,-40.002513417357854,0.6820557529393131,-0.08465608465608465,0.5436680154547943,28,1.0,2026-06-26T23:00:00+00:00,2026-07-24T23:00:00+00:00
 Moving-Average,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,1.4104641057788843,1.0319901277145853,2.048296170806524,0.9028939872219227,5.374926228284161,1.5757479146637874,0.16258964534826603,2.3607927185529837e-06,378,0.9973544973544973,2026-06-29T10:00:00+00:00,2026-07-27T04:48:00+00:00
 Moving-Average,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,2.641936920000907,1.43598949445101,0.14201598143307684,1.1386555805782304,11.427083585001,3.5097633559415824,-0.09117305458768875,0.021062433647622465,288,1.0,2026-06-28T11:10:00+00:00,2026-07-26T03:20:00+00:00
@@ -79,8 +79,8 @@ Moving-Average,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,182.107
 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,24,3.0875686328022915,1.5113130029658803,0.013694684671326944,1.0259475715085344,0.0,3.1938439251829718,-0.01621047036938613,0.7248514480489768,213,1.0,2026-06-29T09:00:00+00:00,2026-07-27T02:00:00+00:00
 Seasonal-Naive,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,3.9918747246231088,1.7580898361214292,0.013825662536288684,1.1867655360975984,0.0,3.672936481441398,-0.10537634408602152,0.4177776715741393,31,1.0,2026-06-30T08:00:00+00:00,2026-07-25T06:00:00+00:00
-Seasonal-Naive,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,7.111726530870806,0.44309355742360745,,0.17362249065195956,0.0,74.33550864458994,0.15608437019085708,0.0015404331827554233,261,0.0,2026-06-29T09:30:00+00:00,2026-07-26T18:20:00+00:00
-Seasonal-Naive,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,0.0,0.0,,0.0,0.0,0.0,0.0,1.0,508,0.0,2026-06-25T14:25:00+00:00,2026-07-25T21:30:00+00:00
 Seasonal-Naive,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.40627897829962645,0.5557580915813806,0.03936781341215746,0.39697760149965017,0.0,0.4744483125303129,-0.32275132275132273,0.015817547817850365,28,1.0,2026-06-26T23:00:00+00:00,2026-07-24T23:00:00+00:00
 Seasonal-Naive,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,1.4815538503320722,1.0693746656030334,2.085902239879931,0.940605014465585,0.0,1.600687496379058,0.18060616213650513,1.522714473176576e-07,379,0.9973614775725593,2026-06-29T09:30:00+00:00,2026-07-27T04:48:00+00:00
 Seasonal-Naive,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,3.0826574916726184,1.5823011904921385,0.14988712375981117,1.2831013683089256,0.0,3.6025406469524044,-0.08732218377547096,0.02687646090158783,289,1.0,2026-06-28T11:00:00+00:00,2026-07-26T03:20:00+00:00
@@ -92,8 +92,8 @@ Seasonal-Naive,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,181.411
 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,24,2.336994401217593,1.369755220053674,0.014086341211751853,1.0807232549657544,3.064994291773444,2.0818723983489034,-0.16075205640423032,0.0011583516212729406,185,1.0,2026-07-01T08:00:00+00:00,2026-07-27T02:00:00+00:00
 Sundial,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,2.282577534418037,1.295313737711657,0.010674569717621086,0.989769586334373,28.22757281538543,2.165692860705266,-0.11333333333333331,0.4448568614280395,25,1.0,2026-07-01T13:00:00+00:00,2026-07-25T06:00:00+00:00
-Sundial,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,7.909168377254855,0.42226711934096206,,0.1644175713174512,-31.161761984630964,80.33494081402085,0.049004161111784426,0.27609640409102343,223,0.0,2026-07-01T00:15:00+00:00,2026-07-26T18:20:00+00:00
-Sundial,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,6.768405805923118e-16,2.3394381776073325e-08,,2.023801391089716e-08,0.0,1.4487333492014617e-15,0.0,1.0,438,0.0,2026-06-29T22:35:00+00:00,2026-07-25T21:30:00+00:00
 Sundial,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.3203636538912743,0.5075621603907478,0.03374635902678368,0.3398897031230472,2.1126852444260993,0.3582833926162125,-0.32923076923076927,0.018371833944896835,26,1.0,2026-06-28T23:00:00+00:00,2026-07-24T23:00:00+00:00
 Sundial,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,0.38664200055680054,0.5388375732033609,0.7830741351818429,0.3558996639365432,53.31112608432184,0.38350442837756454,0.03518446918052136,0.3523606075286402,314,0.9968152866242038,2026-07-01T07:24:00+00:00,2026-07-27T04:48:00+00:00
 Sundial,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,3.2235140865816265,1.657928142301456,0.16609168269499214,1.2328491033933322,-5.05786319137345,3.5536655227491045,-0.08849899792553004,0.041618348921948926,239,1.0,2026-06-30T09:40:00+00:00,2026-07-26T03:20:00+00:00
@@ -105,8 +105,8 @@ Sundial,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,206.7533622187
 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,24,1.2897977163308854,0.9634070131740257,0.009453686521010893,0.8285803803384979,23.76185492880625,1.5247855829526096,0.30085999312005507,5.171577126565932e-09,171,1.0,2026-07-01T13:00:00+00:00,2026-07-27T02:00:00+00:00
 TabPFN-TS,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,1.765817913634766,1.1309547489096634,0.009888979337353616,0.9801839284965714,28.490130166116533,1.967159871775054,0.028571428571428574,0.881507823538253,21,1.0,2026-07-10T05:00:00+00:00,2026-07-25T06:00:00+00:00
-TabPFN-TS,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,9.750583930967627,0.4918400324970396,,0.19550186792619614,-24.55157631482745,89.1674937688404,0.037766417425923654,0.48618634183067067,181,0.0,2026-07-01T12:55:00+00:00,2026-07-26T18:20:00+00:00
-TabPFN-TS,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,0.0,0.0,,0.0,0.0,0.0,0.0,1.0,371,0.0,2026-06-30T03:30:00+00:00,2026-07-25T21:30:00+00:00
 TabPFN-TS,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.37327560506336477,0.5185272509173141,0.03418482796535857,0.4123620485360199,3.465213338537667,0.506550571327117,-0.22666666666666663,0.11834341824544657,25,1.0,2026-06-28T23:00:00+00:00,2026-07-24T23:00:00+00:00
 TabPFN-TS,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,0.9745289656429325,0.8722696565627807,0.9195412578498668,0.7104990133227015,22.644088144777026,0.9020632784670117,-0.012957861442709925,0.7635501954768107,243,0.9958847736625515,2026-07-01T12:54:00+00:00,2026-07-27T04:48:00+00:00
 TabPFN-TS,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,2.906469554217599,1.5117074800952373,0.13547714605067326,1.2769955562462616,3.4555143400753376,3.797755119910379,-0.04350172711571675,0.36899008204048345,193,1.0,2026-06-30T13:20:00+00:00,2026-07-26T03:20:00+00:00
@@ -118,8 +118,8 @@ TabPFN-TS,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,234.67592189
 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,24,1.6024420656404206,1.071766136199834,0.009922092182442147,0.7756962587154468,29.91063601582313,1.7892061365665708,0.05070442680397625,0.24511763187869207,237,1.0,2026-06-29T09:00:00+00:00,2026-07-27T02:00:00+00:00
 TiRex,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,1.867204911520663,1.1762075955597422,0.009183553445265521,0.7970810087245487,36.72233479048648,2.026569696352826,-0.0881720430107527,0.4997789602585872,31,1.0,2026-06-30T08:00:00+00:00,2026-07-25T06:00:00+00:00
-TiRex,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,18;36,6.5358128478678195,0.3282875938389195,,0.1456691058371063,-31.206923096477958,73.08402199701848,0.004332504014356869,0.9217431054116634,270,0.0,2026-06-29T10:05:00+00:00,2026-07-26T18:20:00+00:00
-TiRex,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,2.0440368407041847e-18,1.42969816419557e-09,,1.39774869271451e-09,0.0,3.855533575721821e-34,0.0,1.0,525,0.0,2026-06-25T14:45:00+00:00,2026-07-25T21:30:00+00:00
 TiRex,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.314654479190125,0.4795158295005707,0.03176581536708863,0.32560657639009666,14.010661877279322,0.4008075938825765,-0.24867724867724864,0.06578881844114484,28,1.0,2026-06-26T23:00:00+00:00,2026-07-24T23:00:00+00:00
 TiRex,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,0.39156312810349614,0.5227587515991614,0.615771691928267,0.3487518605990452,45.582484785314364,0.5015139226311968,-0.02796224206803552,0.4053825828596803,397,0.9974811083123426,2026-06-29T10:00:00+00:00,2026-07-27T04:48:00+00:00
 TiRex,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,2.9054691505289254,1.5106463491616744,0.15066261387033303,1.0302566859469637,5.911826113041671,3.606691854417125,-0.14224109480539482,0.00022739599642497004,302,1.0,2026-06-28T11:10:00+00:00,2026-07-26T03:20:00+00:00
@@ -131,8 +131,8 @@ TiRex,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,169.499760976647
 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,24,1.6415734687925971,1.0793235991283914,0.010593342108474227,0.8861496866583475,27.881784803619308,1.89999029967701,0.06512802019473493,0.13629766785971706,236,1.0,2026-06-29T09:00:00+00:00,2026-07-27T02:00:00+00:00
 TimesFM-2.5,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,1.9785579687021722,1.2185666465217302,0.009193383581546519,1.0035637754191074,31.749193213903137,2.2395890934282816,-0.040322580645161296,0.759913005591003,32,1.0,2026-06-30T08:00:00+00:00,2026-07-25T06:00:00+00:00
-TimesFM-2.5,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,6.535750433477359,0.32912983559446324,,0.13536566751495901,-28.863533468962267,73.08282171928985,0.11779877100705571,0.008294674815728206,270,0.0,2026-06-29T10:05:00+00:00,2026-07-26T18:20:00+00:00
-TimesFM-2.5,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,0.0,0.0,,0.0,0.0,0.0,0.0,1.0,525,0.0,2026-06-25T14:45:00+00:00,2026-07-25T21:30:00+00:00
 TimesFM-2.5,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.3316526222970445,0.518229795992016,0.03950672721610399,0.3705334650768531,1.9642900030307806,0.3385346334229588,-0.31746031746031744,0.0177084999871278,28,1.0,2026-06-26T23:00:00+00:00,2026-07-24T23:00:00+00:00
 TimesFM-2.5,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,0.17423094034295913,0.3558307925248305,0.25522399927816786,0.27427027864264475,62.77785857384791,0.20522240101186143,-0.0173359892051661,0.6068754649338213,395,0.9974683544303797,2026-06-29T10:00:00+00:00,2026-07-27T04:48:00+00:00
 TimesFM-2.5,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,2.7081200802053518,1.472805122504672,0.1327931792392439,1.233632593135565,7.1260217681167815,3.2721113120803,-0.09458537765945745,0.014231477618090932,302,1.0,2026-06-28T11:10:00+00:00,2026-07-26T03:20:00+00:00
@@ -144,8 +144,8 @@ TimesFM-2.5,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,168.116160
 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,24,2.269724042997417,1.2932646570136275,0.009829127666112472,0.7493222343920141,-0.29848063666583374,2.8668257073572234,0.1915134015441592,0.00014113314543141658,179,1.0,2026-07-03T07:00:00+00:00,2026-07-27T02:00:00+00:00
 Toto-1.0,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,3.265937562692351,1.540499852025,0.011156437972542885,0.9013833142116295,2.935846945828291,3.584032706887164,-0.009523809523809525,0.9762195060555436,21,1.0,2026-07-10T05:00:00+00:00,2026-07-25T06:00:00+00:00
-Toto-1.0,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,12.068724370799279,1.516561805911034,,0.1928543625516933,-87.49917645572184,88.03937741528898,0.013397734460353057,0.785416589831887,187,0.0,2026-07-03T04:20:00+00:00,2026-07-26T18:20:00+00:00
-Toto-1.0,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,0.5529988176322953,0.3126494424888737,,0.00027573833178736666,-100.0,3.5820019185445413,-0.016079581207909917,0.6366789456060402,387,0.0,2026-07-01T21:10:00+00:00,2026-07-25T21:30:00+00:00
 Toto-1.0,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.706714315171903,0.6649440647216701,0.0315691235852417,0.3206082426601839,-12.340778812805832,1.3527117377628468,-0.18115942028985507,0.22687503195798614,24,1.0,2026-06-30T23:00:00+00:00,2026-07-24T23:00:00+00:00
 Toto-1.0,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,1.3150838352013952,0.9630895674104943,0.7538594260025219,0.393103154940423,16.659750611423,2.4942460346322974,0.0167646042170757,0.6848183143161577,264,0.9962121212121212,2026-07-03T07:42:00+00:00,2026-07-27T04:48:00+00:00
 Toto-1.0,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,56.28561192572501,5.13218825670169,0.13036410148840158,1.0269086770552778,-65.09722611053073,182.10170512116613,-0.07980304719435155,0.08689829314492818,208,1.0,2026-07-02T10:10:00+00:00,2026-07-26T03:20:00+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,24,2.0327893525066814,1.2605427150765056,0.014573089004276608,1.18695990650739,9.833312187229014,2.135623055384809,0.029852068385153693,0.5168645252289956,213,1.0,2026-06-29T09:00:00+00:00,2026-07-27T02:00:00+00:00
 ARIMA,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,1.9550408452691226,1.2800735826671796,0.01173517790567427,1.1046317964975265,18.661052514691725,1.7735615937688818,-0.15268817204301077,0.23631302243273788,31,1.0,2026-06-30T08:00:00+00:00,2026-07-25T06:00:00+00:00
+ARIMA,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,6.747707547358669,0.38338676168276564,,0.1570002245923449,-32.22915113207401,74.23653969948337,0.0659682797887817,0.14237348305352351,261,0.0,2026-06-29T10:05:00+00:00,2026-07-27T04:35:00+00:00
+ARIMA,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,9.578202015526527e-15,9.786828912128035e-08,,2.5021713821890616e-07,0.0,0.0,0.0,1.0,508,0.0,2026-06-25T14:45:00+00:00,2026-07-25T22:40:00+00:00
 ARIMA,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,2.00800771168344,1.326207173091614,0.08803981956779476,1.0373703489917312,-58.91418609438252,1.337635791274214,-0.0582010582010582,0.6809893725769562,28,1.0,2026-06-26T23:00:00+00:00,2026-07-24T23:00:00+00:00
 ARIMA,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,1.1941259217733204,0.964378535198614,1.2693820583712112,0.7547499604361004,5.526025270600313,1.166023180529336,0.07074789833410522,0.04000151096442611,378,0.9973544973544973,2026-06-29T10:00:00+00:00,2026-07-27T04:48:00+00:00
 ARIMA,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,2.65294799607064,1.4315386368513643,0.13299285505398112,1.0435655225030136,11.587935014997065,3.4020614598496324,-0.1251451800232288,0.0015432395829971354,288,1.0,2026-06-28T11:10:00+00:00,2026-07-26T03:20:00+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,24,1.6117911614426588,1.0695205059362567,0.0100853202752571,0.7741205692557181,28.297622329135265,1.9032512469123888,0.07619756763464879,0.08004919532870981,238,1.0,2026-06-29T09:00:00+00:00,2026-07-27T02:00:00+00:00
 Chronos-2,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,1.6159840041421918,1.0825470904741978,0.008336713219130282,0.7508053857926016,37.704191635511265,2.0268378330384347,-0.04435483870967743,0.7355269048685159,32,1.0,2026-06-30T08:00:00+00:00,2026-07-25T06:00:00+00:00
+Chronos-2,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,18;36,6.492511970642848,0.33069304633516183,,0.14508269857063497,-31.475234107072104,72.8116635948088,0.04180068043385841,0.34099863890000226,272,0.0,2026-06-29T10:05:00+00:00,2026-07-27T04:35:00+00:00
+Chronos-2,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,1.7296862743653316e-18,1.3151753777977035e-09,,2.3561627471096824e-09,0.0,5.7832794209398384e-34,0.0,1.0,527,0.0,2026-06-25T14:45:00+00:00,2026-07-25T22:40:00+00:00
 Chronos-2,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.31386553452913357,0.49365396547686097,0.03316284099899457,0.3340700346147921,7.7242988117908125,0.36722327176548764,-0.2698412698412698,0.04526042867191174,28,1.0,2026-06-26T23:00:00+00:00,2026-07-24T23:00:00+00:00
 Chronos-2,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,0.3283466699236902,0.4785764587077032,0.47654856445809757,0.3146185814748302,50.53845271905102,0.4235320468784648,-0.04869857262804367,0.1473156309214183,397,0.9974811083123426,2026-06-29T10:00:00+00:00,2026-07-27T04:48:00+00:00
 Chronos-2,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,2.7966371402662333,1.4870889440150759,0.14732287656869858,1.0119245685767808,7.3451939497548375,3.4780132800436627,-0.04627018993290058,0.22967749500451973,303,1.0,2026-06-28T11:10:00+00:00,2026-07-26T03:20:00+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,24,1.3584243203182118,0.988483236863085,0.009942212435786146,0.7224566765181408,22.070587855613862,1.5938837288700864,0.21714285714285714,1.881443456264298e-05,176,1.0,2026-07-03T07:00:00+00:00,2026-07-27T02:00:00+00:00
 Chronos-Bolt,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,1.514274095721929,1.045016033103337,0.00882882127302277,0.7080324611428557,34.210414178101914,1.711954252866411,0.08571428571428572,0.6119326072720337,21,1.0,2026-07-10T05:00:00+00:00,2026-07-25T06:00:00+00:00
+Chronos-Bolt,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,9.435380433159647,0.47403248797331937,,0.19062104286389744,-24.665494883922534,87.72048771795171,0.05112349691786223,0.3351349007875981,187,0.0,2026-07-03T04:20:00+00:00,2026-07-27T04:35:00+00:00
+Chronos-Bolt,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,1.0941039077622845e-12,1.045994219755676e-06,,3.2148618499168906e-06,-100.0,2.022111744004263e-28,0.0,1.0,385,0.0,2026-07-01T21:10:00+00:00,2026-07-25T22:40:00+00:00
 Chronos-Bolt,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.36167861848650795,0.49455381778420476,0.03324062618358011,0.34431122124691615,7.986333567886383,0.5712708639071138,-0.15217391304347824,0.31275941965675913,24,1.0,2026-06-30T23:00:00+00:00,2026-07-24T23:00:00+00:00
 Chronos-Bolt,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,1.326850200040466,1.0448116152287334,1.0720103733171031,0.7022239946331835,7.288396027936377,1.0752496509659164,-0.003831417624521073,0.9265161195319109,261,0.9961685823754789,2026-07-03T07:42:00+00:00,2026-07-27T04:48:00+00:00
 Chronos-Bolt,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,3.053613210335367,1.5740409901649883,0.1420962223726639,1.076715875931189,-1.4618279657308582,3.7749827798629183,-0.056022408963585436,0.23403653585070838,204,1.0,2026-07-02T10:10:00+00:00,2026-07-26T03:20:00+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,24,1.9062516623742625,1.1438753096316576,0.010268748918062547,0.8908433451688154,25.155142045278517,2.4520911506313183,0.09442820444680665,0.04033071077808843,213,1.0,2026-06-29T09:00:00+00:00,2026-07-27T02:00:00+00:00
 ETS,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,1.7107012982517127,1.1483285083687549,0.008882762360871122,0.8552155797525732,30.22823273347917,1.8284059104472181,-0.07096774193548387,0.5894657747826293,31,1.0,2026-06-30T08:00:00+00:00,2026-07-25T06:00:00+00:00
+ETS,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,6.766438399614407,0.3790193812203653,,0.15351570789422964,-32.19633956238787,74.29208949082822,0.10235036957864051,0.022841332801625844,261,0.0,2026-06-29T10:05:00+00:00,2026-07-27T04:35:00+00:00
+ETS,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,9.578202015526527e-15,9.786828912128035e-08,,2.5021713821890616e-07,0.0,0.0,0.0,1.0,508,0.0,2026-06-25T14:45:00+00:00,2026-07-25T22:40:00+00:00
 ETS,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,5.613843832129828,2.2103929965175833,0.15925778436226873,1.7831247026080472,-78.68678586194969,3.9623550410667945,0.021164021164021163,0.8910537311539605,28,1.0,2026-06-26T23:00:00+00:00,2026-07-24T23:00:00+00:00
 ETS,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,1.901162692868426,1.2269550528284876,1.440129555866517,0.9318212183897755,-11.867815207036653,1.6974189505088797,0.09076109076109076,0.008421312275258367,378,0.9973544973544973,2026-06-29T10:00:00+00:00,2026-07-27T04:48:00+00:00
 ETS,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,5.914336815515836,1.9166666616982038,0.1857866722252127,1.5320167983424575,-5.356131856590157,12.072152060601677,-0.174312814556717,1.0314733826614046e-05,288,1.0,2026-06-28T11:10:00+00:00,2026-07-26T03:20:00+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,24,1.3232765046928578,0.9429012137153884,0.008985526216856703,0.6909521591212189,31.450343129388866,1.6483081134835997,0.30585516178736516,1.5042570947855893e-09,177,1.0,2026-07-03T07:00:00+00:00,2026-07-27T02:00:00+00:00
 Moirai-2.0,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,1.8354760648986028,1.1643877410331194,0.009684535709908557,0.7442716890088968,29.00418007830918,1.782282812514967,0.0,1.0,21,1.0,2026-07-10T05:00:00+00:00,2026-07-25T06:00:00+00:00
+Moirai-2.0,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,9.38597163056471,0.4715423838321226,,0.18816026387270177,-24.65779961794287,87.49463598586237,0.038592858713835346,0.46594076266348083,188,0.0,2026-07-03T04:20:00+00:00,2026-07-27T04:35:00+00:00
+Moirai-2.0,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,1.2167879962794953e-13,3.488248839001449e-07,,4.1005151803435396e-07,0.0,2.527631153630077e-29,0.0,1.0,386,0.0,2026-07-01T21:10:00+00:00,2026-07-25T22:40:00+00:00
 Moirai-2.0,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.3509776387406318,0.5109250784451215,0.03392609341986356,0.3477349888235497,-0.05414682793155379,0.5466483923340161,-0.18840579710144928,0.20826013369971733,24,1.0,2026-06-30T23:00:00+00:00,2026-07-24T23:00:00+00:00
 Moirai-2.0,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,0.6976096269058605,0.7034101798399595,0.8201778887592557,0.4659106619933666,39.17397254042291,0.8481705276637138,0.03951332221929748,0.340590108961637,262,0.9961832061068703,2026-07-03T07:42:00+00:00,2026-07-27T04:48:00+00:00
 Moirai-2.0,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,2.8839447414764523,1.5147284313383567,0.1368150397798965,1.0182122980375516,3.30688144305577,3.697180078734069,-0.02552687662798958,0.5857967156807884,206,1.0,2026-07-02T10:10:00+00:00,2026-07-26T03:20:00+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,24,2.58996163721899,1.3525809286874553,0.012714891921704255,1.1294004024235538,13.346509924484181,2.916466841762542,-0.010452653025068653,0.8204538033826462,213,1.0,2026-06-29T09:00:00+00:00,2026-07-27T02:00:00+00:00
 Moving-Average,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,3.373280996608969,1.5776522602429985,0.012692017698245876,1.3334994557395554,13.950577941966152,3.392855649239463,-0.01935483870967742,0.8927741234198122,31,1.0,2026-06-30T08:00:00+00:00,2026-07-25T06:00:00+00:00
+Moving-Average,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,6.801060400109588,0.399747932826349,,0.17291107753844398,-32.98579534005057,74.30094686854005,0.09188377445416727,0.041024661488323705,261,0.0,2026-06-29T10:05:00+00:00,2026-07-27T04:35:00+00:00
+Moving-Average,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,9.578202015526527e-15,9.786828912128035e-08,,2.5021713821890616e-07,0.0,0.0,0.0,1.0,508,0.0,2026-06-25T14:45:00+00:00,2026-07-25T22:40:00+00:00
 Moving-Average,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.9267203694223873,0.8991660074328582,0.06467944417529574,0.6832483151466748,-40.002513417357854,0.6820557529393131,-0.08465608465608465,0.5436680154547943,28,1.0,2026-06-26T23:00:00+00:00,2026-07-24T23:00:00+00:00
 Moving-Average,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,1.4104641057788843,1.0319901277145853,2.048296170806524,0.9028939872219227,5.374926228284161,1.5757479146637874,0.16258964534826603,2.3607927185529837e-06,378,0.9973544973544973,2026-06-29T10:00:00+00:00,2026-07-27T04:48:00+00:00
 Moving-Average,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,2.641936920000907,1.43598949445101,0.14201598143307684,1.1386555805782304,11.427083585001,3.5097633559415824,-0.09117305458768875,0.021062433647622465,288,1.0,2026-06-28T11:10:00+00:00,2026-07-26T03:20:00+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,24,3.0875686328022915,1.5113130029658803,0.013694684671326944,1.0259475715085344,0.0,3.1938439251829718,-0.01621047036938613,0.7248514480489768,213,1.0,2026-06-29T09:00:00+00:00,2026-07-27T02:00:00+00:00
 Seasonal-Naive,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,3.9918747246231088,1.7580898361214292,0.013825662536288684,1.1867655360975984,0.0,3.672936481441398,-0.10537634408602152,0.4177776715741393,31,1.0,2026-06-30T08:00:00+00:00,2026-07-25T06:00:00+00:00
+Seasonal-Naive,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,7.084582536478169,0.4414023606395479,,0.1729598093899292,0.0,74.19426771525487,0.1532158349841357,0.0018431634244105027,262,0.0,2026-06-29T09:30:00+00:00,2026-07-27T04:35:00+00:00
+Seasonal-Naive,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,0.0,0.0,,0.0,0.0,0.0,0.0,1.0,509,0.0,2026-06-25T14:25:00+00:00,2026-07-25T22:40:00+00:00
 Seasonal-Naive,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.40627897829962645,0.5557580915813806,0.03936781341215746,0.39697760149965017,0.0,0.4744483125303129,-0.32275132275132273,0.015817547817850365,28,1.0,2026-06-26T23:00:00+00:00,2026-07-24T23:00:00+00:00
 Seasonal-Naive,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,1.4815538503320722,1.0693746656030334,2.085902239879931,0.940605014465585,0.0,1.600687496379058,0.18060616213650513,1.522714473176576e-07,379,0.9973614775725593,2026-06-29T09:30:00+00:00,2026-07-27T04:48:00+00:00
 Seasonal-Naive,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,3.0826574916726184,1.5823011904921385,0.14988712375981117,1.2831013683089256,0.0,3.6025406469524044,-0.08732218377547096,0.02687646090158783,289,1.0,2026-06-28T11:00:00+00:00,2026-07-26T03:20:00+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,24,2.336994401217593,1.369755220053674,0.014086341211751853,1.0807232549657544,3.064994291773444,2.0818723983489034,-0.16075205640423032,0.0011583516212729406,185,1.0,2026-07-01T08:00:00+00:00,2026-07-27T02:00:00+00:00
 Sundial,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,2.282577534418037,1.295313737711657,0.010674569717621086,0.989769586334373,28.22757281538543,2.165692860705266,-0.11333333333333331,0.4448568614280395,25,1.0,2026-07-01T13:00:00+00:00,2026-07-25T06:00:00+00:00
+Sundial,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,7.8738701183197355,0.4205987978769077,,0.16373577524784436,-31.469075547199573,80.15635621269894,0.05309096732863549,0.23695004844905077,224,0.0,2026-07-01T00:15:00+00:00,2026-07-27T04:35:00+00:00
+Sundial,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,6.763351743209936e-16,2.3389679222583946e-08,,2.0239220643127885e-08,0.0,1.447117344170741e-15,0.0,1.0,439,0.0,2026-06-29T22:35:00+00:00,2026-07-25T22:40:00+00:00
 Sundial,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.3203636538912743,0.5075621603907478,0.03374635902678368,0.3398897031230472,2.1126852444260993,0.3582833926162125,-0.32923076923076927,0.018371833944896835,26,1.0,2026-06-28T23:00:00+00:00,2026-07-24T23:00:00+00:00
 Sundial,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,0.38664200055680054,0.5388375732033609,0.7830741351818429,0.3558996639365432,53.31112608432184,0.38350442837756454,0.03518446918052136,0.3523606075286402,314,0.9968152866242038,2026-07-01T07:24:00+00:00,2026-07-27T04:48:00+00:00
 Sundial,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,3.2235140865816265,1.657928142301456,0.16609168269499214,1.2328491033933322,-5.05786319137345,3.5536655227491045,-0.08849899792553004,0.041618348921948926,239,1.0,2026-06-30T09:40:00+00:00,2026-07-26T03:20:00+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,24,1.2897977163308854,0.9634070131740257,0.009453686521010893,0.8285803803384979,23.76185492880625,1.5247855829526096,0.30085999312005507,5.171577126565932e-09,171,1.0,2026-07-01T13:00:00+00:00,2026-07-27T02:00:00+00:00
 TabPFN-TS,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,1.765817913634766,1.1309547489096634,0.009888979337353616,0.9801839284965714,28.490130166116533,1.967159871775054,0.028571428571428574,0.881507823538253,21,1.0,2026-07-10T05:00:00+00:00,2026-07-25T06:00:00+00:00
+TabPFN-TS,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,9.697009299356019,0.48914304750680604,,0.19443303613920887,-24.980260540311384,88.92377086776229,0.044858891502546204,0.4065080115273021,182,0.0,2026-07-01T12:55:00+00:00,2026-07-27T04:35:00+00:00
+TabPFN-TS,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,0.0,0.0,,0.0,0.0,0.0,0.0,1.0,372,0.0,2026-06-30T03:30:00+00:00,2026-07-25T22:40:00+00:00
 TabPFN-TS,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.37327560506336477,0.5185272509173141,0.03418482796535857,0.4123620485360199,3.465213338537667,0.506550571327117,-0.22666666666666663,0.11834341824544657,25,1.0,2026-06-28T23:00:00+00:00,2026-07-24T23:00:00+00:00
 TabPFN-TS,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,0.9745289656429325,0.8722696565627807,0.9195412578498668,0.7104990133227015,22.644088144777026,0.9020632784670117,-0.012957861442709925,0.7635501954768107,243,0.9958847736625515,2026-07-01T12:54:00+00:00,2026-07-27T04:48:00+00:00
 TabPFN-TS,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,2.906469554217599,1.5117074800952373,0.13547714605067326,1.2769955562462616,3.4555143400753376,3.797755119910379,-0.04350172711571675,0.36899008204048345,193,1.0,2026-06-30T13:20:00+00:00,2026-07-26T03:20:00+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,24,1.6024420656404206,1.071766136199834,0.009922092182442147,0.7756962587154468,29.91063601582313,1.7892061365665708,0.05070442680397625,0.24511763187869207,237,1.0,2026-06-29T09:00:00+00:00,2026-07-27T02:00:00+00:00
 TiRex,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,1.867204911520663,1.1762075955597422,0.009183553445265521,0.7970810087245487,36.72233479048648,2.026569696352826,-0.0881720430107527,0.4997789602585872,31,1.0,2026-06-30T08:00:00+00:00,2026-07-25T06:00:00+00:00
+TiRex,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,18;36,6.511695458309568,0.32707814463700835,,0.1451332154505737,-31.474600438515008,72.94963605596367,0.006126934264268913,0.8892545772423255,271,0.0,2026-06-29T10:05:00+00:00,2026-07-27T04:35:00+00:00
+TiRex,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,2.0440368407041843e-18,1.4296981641955703e-09,,1.39774869271451e-09,0.0,0.0,0.0,1.0,526,0.0,2026-06-25T14:45:00+00:00,2026-07-25T22:40:00+00:00
 TiRex,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.314654479190125,0.4795158295005707,0.03176581536708863,0.32560657639009666,14.010661877279322,0.4008075938825765,-0.24867724867724864,0.06578881844114484,28,1.0,2026-06-26T23:00:00+00:00,2026-07-24T23:00:00+00:00
 TiRex,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,0.39156312810349614,0.5227587515991614,0.615771691928267,0.3487518605990452,45.582484785314364,0.5015139226311968,-0.02796224206803552,0.4053825828596803,397,0.9974811083123426,2026-06-29T10:00:00+00:00,2026-07-27T04:48:00+00:00
 TiRex,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,2.9054691505289254,1.5106463491616744,0.15066261387033303,1.0302566859469637,5.911826113041671,3.606691854417125,-0.14224109480539482,0.00022739599642497004,302,1.0,2026-06-28T11:10:00+00:00,2026-07-26T03:20:00+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,24,1.6415734687925971,1.0793235991283914,0.010593342108474227,0.8861496866583475,27.881784803619308,1.89999029967701,0.06512802019473493,0.13629766785971706,236,1.0,2026-06-29T09:00:00+00:00,2026-07-27T02:00:00+00:00
 TimesFM-2.5,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,1.9785579687021722,1.2185666465217302,0.009193383581546519,1.0035637754191074,31.749193213903137,2.2395890934282816,-0.040322580645161296,0.759913005591003,32,1.0,2026-06-30T08:00:00+00:00,2026-07-25T06:00:00+00:00
+TimesFM-2.5,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,6.511633278273054,0.3279196583341937,,0.13487926869872632,-29.1403290585772,72.94843799978018,0.12210585986208722,0.00609119859234737,271,0.0,2026-06-29T10:05:00+00:00,2026-07-27T04:35:00+00:00
+TimesFM-2.5,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,0.0,0.0,,0.0,0.0,0.0,0.0,1.0,526,0.0,2026-06-25T14:45:00+00:00,2026-07-25T22:40:00+00:00
 TimesFM-2.5,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.3316526222970445,0.518229795992016,0.03950672721610399,0.3705334650768531,1.9642900030307806,0.3385346334229588,-0.31746031746031744,0.0177084999871278,28,1.0,2026-06-26T23:00:00+00:00,2026-07-24T23:00:00+00:00
 TimesFM-2.5,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,0.17423094034295913,0.3558307925248305,0.25522399927816786,0.27427027864264475,62.77785857384791,0.20522240101186143,-0.0173359892051661,0.6068754649338213,395,0.9974683544303797,2026-06-29T10:00:00+00:00,2026-07-27T04:48:00+00:00
 TimesFM-2.5,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,2.7081200802053518,1.472805122504672,0.1327931792392439,1.233632593135565,7.1260217681167815,3.2721113120803,-0.09458537765945745,0.014231477618090932,302,1.0,2026-06-28T11:10:00+00:00,2026-07-26T03:20:00+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,24,2.269724042997417,1.2932646570136275,0.009829127666112472,0.7493222343920141,-0.29848063666583374,2.8668257073572234,0.1915134015441592,0.00014113314543141658,179,1.0,2026-07-03T07:00:00+00:00,2026-07-27T02:00:00+00:00
 Toto-1.0,coingecko_bitcoin_7d_price_usd/1h/short,Finance,1h,24,3.265937562692351,1.540499852025,0.011156437972542885,0.9013833142116295,2.935846945828291,3.584032706887164,-0.009523809523809525,0.9762195060555436,21,1.0,2026-07-10T05:00:00+00:00,2026-07-25T06:00:00+00:00
+Toto-1.0,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,12.004597328690606,1.5090977310322014,,0.19183579729940103,-87.56940580147621,87.80806483320745,0.003982250540448287,0.935325106525347,188,0.0,2026-07-03T04:20:00+00:00,2026-07-27T04:35:00+00:00
+Toto-1.0,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,0.5515735629556572,0.3118437883790529,,0.0002757411674772621,-100.0,3.5774811736061696,-0.020938224246783342,0.5379776247627632,388,0.0,2026-07-01T21:10:00+00:00,2026-07-25T22:40:00+00:00
 Toto-1.0,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,0.706714315171903,0.6649440647216701,0.0315691235852417,0.3206082426601839,-12.340778812805832,1.3527117377628468,-0.18115942028985507,0.22687503195798614,24,1.0,2026-06-30T23:00:00+00:00,2026-07-24T23:00:00+00:00
 Toto-1.0,noaa_coops_sf_water_level_water_level/6min/short,Ocean,6min,60,1.3150838352013952,0.9630895674104943,0.7538594260025219,0.393103154940423,16.659750611423,2.4942460346322974,0.0167646042170757,0.6848183143161577,264,0.9962121212121212,2026-07-03T07:42:00+00:00,2026-07-27T04:48:00+00:00
 Toto-1.0,noaa_ndbc_46013_realtime_wave_height/10min/short,Ocean,10min,72,56.28561192572501,5.13218825670169,0.13036410148840158,1.0269086770552778,-65.09722611053073,182.10170512116613,-0.07980304719435155,0.08689829314492818,208,1.0,2026-07-02T10:10:00+00:00,2026-07-26T03:20:00+00:00

results/aggregates/metadata.json CHANGED Viewed

@@ -1,5 +1,5 @@
 {
-  "generated_at": "2026-07-27T08:21:36.407250+00:00",
   "baseline_model": "Seasonal-Naive",
   "normalization": "Per-config metric / Seasonal-Naive metric",
   "metric_aggregation": "Geometric mean over dataset configurations",

 {
+  "generated_at": "2026-07-27T08:35:25.855631+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,Seasonal-Naive,1.0,1.0,1,5,5,1.0
-Climate,Toto-1.0,694.1358632179212,59.57586601595811,2,5,5,1.0
-Climate,TiRex,13.910176535251242,68.86097539938386,3,5,5,1.0
-Climate,TabPFN-TS,24.90016594121288,65.99128215605438,4,5,5,1.0
-Climate,Moirai-2.0,24.218499015168856,72.18177226020308,5,5,5,1.0
-Climate,Chronos-2,34.52377755642247,86.22739330801156,6,5,5,1.0
-Climate,Chronos-Bolt,33.06127940325577,87.98322885668847,7,5,5,1.0
-Climate,Sundial,207.74892002879687,136.44907837572913,8,5,5,1.0
-Climate,Moving-Average,365.35416240641985,2.303156083440095,9,5,5,1.0
-Climate,ARIMA,633.2258411175715,107.6888966574742,10,5,5,1.0
-Climate,TimesFM-2.5,9.629379058993711,99.0046493981309,11,5,5,1.0
-Climate,ETS,3422.216982458578,102.78924667456822,12,5,5,1.0
 Finance,TiRex,0.3931124718915428,0.5540640832588316,1,2,2,1.0
 Finance,Chronos-Bolt,0.4094997273505915,0.5971475845353197,2,2,2,1.0
 Finance,Chronos-2,0.4792565171069634,0.5968336898677795,3,2,2,1.0
@@ -64,13 +64,13 @@ 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
 Transportation,TiRex,1.0,1397.7486927145103,4,1,1,1.0
 Transportation,Chronos-2,1.0,2356.162747109683,5,1,1,1.0
-Transportation,Sundial,1.0,19870.357183517368,6,1,1,1.0
 Transportation,ARIMA,1.0,250217.138218906,7,1,1,1.0
 Transportation,ETS,1.0,250217.138218906,8,1,1,1.0
 Transportation,Moving-Average,1.0,250217.138218906,9,1,1,1.0
 Transportation,Moirai-2.0,1.0,410051.5180343537,10,1,1,1.0
 Transportation,Chronos-Bolt,1.094103907762285,3214861.8499168884,11,1,1,1.0
-Transportation,Toto-1.0,1615420625333.8271,279216580.4850002,12,1,1,1.0
 Web,ARIMA,0.35081770342317864,0.47944164778388026,1,1,1,1.0
 Web,Moirai-2.0,0.40785680526551005,0.5118677129116019,2,1,1,1.0
 Web,Sundial,0.303769640015456,0.5282879649026628,3,1,1,1.0

 domain,model,MSE,CRPS,Rank,n_configs,n_group_configs,coverage
 Climate,Seasonal-Naive,1.0,1.0,1,5,5,1.0
+Climate,Toto-1.0,466.5322886455913,63.18198346150644,2,5,5,1.0
+Climate,TiRex,12.728468946234685,57.16864919425445,3,5,5,1.0
+Climate,TabPFN-TS,13.581486282489797,62.235474694608406,4,5,5,1.0
+Climate,Chronos-2,25.947584799687736,76.26269459356719,5,5,5,1.0
+Climate,Moirai-2.0,30.809493351470664,77.85151102806765,6,5,5,1.0
+Climate,Sundial,149.75936909569182,119.22186920983694,7,5,5,1.0
+Climate,Moving-Average,291.5292240958405,2.303156083440095,8,5,5,1.0
+Climate,Chronos-Bolt,47.4655458843892,96.98926440492649,9,5,5,1.0
+Climate,ARIMA,498.03148316002745,9.29051171563987,10,5,5,1.0
+Climate,TimesFM-2.5,19.702239675462305,97.57289238633813,11,5,5,1.0
+Climate,ETS,2730.709743546208,63.60664425761785,12,5,5,1.0
 Finance,TiRex,0.3931124718915428,0.5540640832588316,1,2,2,1.0
 Finance,Chronos-Bolt,0.4094997273505915,0.5971475845353197,2,2,2,1.0
 Finance,Chronos-2,0.4792565171069634,0.5968336898677795,3,2,2,1.0
 Transportation,TimesFM-2.5,1.0,1.0,3,1,1,1.0
 Transportation,TiRex,1.0,1397.7486927145103,4,1,1,1.0
 Transportation,Chronos-2,1.0,2356.162747109683,5,1,1,1.0
+Transportation,Sundial,1.0,20767.769360186416,6,1,1,1.0
 Transportation,ARIMA,1.0,250217.138218906,7,1,1,1.0
 Transportation,ETS,1.0,250217.138218906,8,1,1,1.0
 Transportation,Moving-Average,1.0,250217.138218906,9,1,1,1.0
 Transportation,Moirai-2.0,1.0,410051.5180343537,10,1,1,1.0
 Transportation,Chronos-Bolt,1.094103907762285,3214861.8499168884,11,1,1,1.0
+Transportation,Toto-1.0,3096.686369417244,276838579.46679986,12,1,1,1.0
 Web,ARIMA,0.35081770342317864,0.47944164778388026,1,1,1,1.0
 Web,Moirai-2.0,0.40785680526551005,0.5118677129116019,2,1,1,1.0
 Web,Sundial,0.303769640015456,0.5282879649026628,3,1,1,1.0

results/aggregates/results_by_frequency.csv CHANGED Viewed

@@ -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,Moving-Average,61118.21242577697,500.21709109036453,2,2,2,1.0
-5min,TabPFN-TS,4500.18244777092,36141.69075068706,3,2,2,1.0
-5min,TiRex,657.7888584097052,1252742.7238064008,4,2,2,1.0
-5min,ETS,61118.24482242027,337274.60713316425,5,2,2,1.0
-5min,ARIMA,59993.96798448576,4236484.416282524,6,2,2,1.0
-5min,TimesFM-2.5,195.68587920046613,61805.530271104406,7,2,2,1.0
-5min,Moirai-2.0,1078.822858444081,19869428.192163456,8,2,2,1.0
-5min,Chronos-2,3366.395758560866,2806662.0744112604,9,2,2,1.0
-5min,Sundial,110069.8656277025,21362118.704740055,10,2,2,1.0
-5min,Toto-1.0,388901796464.8341,532826358.98294055,11,2,2,1.0
-5min,Chronos-Bolt,1852.4031965518507,100855370.64004906,12,2,2,1.0
 6min,Chronos-2,0.41478520686732345,0.6013980816930619,1,1,1,1.0
 6min,TimesFM-2.5,0.5261185187787719,0.6683883837951358,2,1,1,1.0
 6min,Moving-Average,0.9952317188370031,0.9639230883675608,3,1,1,1.0

 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,988.7642745307069,31216.705375700676,2,2,2,1.0
+5min,TiRex,526.860121002509,786726.5202421992,3,2,2,1.0
+5min,Moving-Average,34760.877934146,500.21709109036453,4,2,2,1.0
+5min,ARIMA,32911.90397602059,9261.415809244585,5,2,2,1.0
+5min,TimesFM-2.5,1171.7980614225014,59595.20379947529,6,2,2,1.0
+5min,ETS,34760.888480596994,101594.6051003379,7,2,2,1.0
+5min,Chronos-2,1648.5865281685012,2064701.8557205228,8,2,2,1.0
+5min,Moirai-2.0,1969.2165300265635,24004028.41764697,9,2,2,1.0
+5min,Sundial,48563.11139278662,15584745.440495135,10,2,2,1.0
+5min,Toto-1.0,6305779.889953773,614519450.8609908,11,2,2,1.0
+5min,Chronos-Bolt,4574.910284864281,128679230.09094329,12,2,2,1.0
 6min,Chronos-2,0.41478520686732345,0.6013980816930619,1,1,1,1.0
 6min,TimesFM-2.5,0.5261185187787719,0.6683883837951358,2,1,1,1.0
 6min,Moving-Average,0.9952317188370031,0.9639230883675608,3,1,1,1.0

results/aggregates/results_by_prediction_length.csv CHANGED Viewed

@@ -17,11 +17,11 @@ prediction_length,model,MSE,CRPS,Rank,n_configs,n_group_configs,coverage
 12,TimesFM-2.5,0.883401733927733,0.8936065549864372,4,2,2,1.0
 12,Chronos-Bolt,0.8576213668056174,1427.1372538860771,5,2,2,1.0
 12,TabPFN-TS,0.9139044671265871,0.9447650776752475,6,2,2,1.0
-12,Sundial,0.8615789003568101,125.06526445522204,7,2,2,1.0
 12,ARIMA,0.8639722620545719,438.7361038019728,8,2,2,1.0
 12,Seasonal-Naive,1.0,1.0,9,2,2,1.0
 12,ETS,0.8706436180201554,439.02846065451104,10,2,2,1.0
-12,Toto-1.0,1010230.0309882049,13352.925178249696,11,2,2,1.0
 12,Moving-Average,0.9617678019724286,471.56119324419365,12,2,2,1.0
 24,TiRex,0.7863964815415329,0.9439695608862385,1,7,7,1.0
 24,Seasonal-Naive,1.0,1.0,2,7,7,1.0
@@ -36,17 +36,17 @@ prediction_length,model,MSE,CRPS,Rank,n_configs,n_group_configs,coverage
 24,Moving-Average,2.880330512406768,1.803153320337502,11,7,7,1.0
 24,ETS,14.562789605162186,4.211560817547539,12,7,7,1.0
 36,Seasonal-Naive,1.0,1.0,1,1,1,1.0
-36,Moving-Average,3735435890.1223984,1.0,2,1,1,1.0
-36,ETS,3735439850.1733017,454621.7794134911,3,1,1,1.0
-36,ARIMA,3599276194.5235023,71728900.49482846,4,1,1,1.0
-36,Moirai-2.0,1163858.7599014575,962791647.683801,5,1,1,1.0
-36,Toto-1.0,93625526950.49315,1016787499.9897009,6,1,1,1.0
-36,TiRex,432686.1822479432,1122780039.2372992,7,1,1,1.0
-36,TabPFN-TS,20251642.063225467,1306221810.3182988,8,1,1,1.0
-36,Chronos-Bolt,3136262.998652088,3163994679.0263014,9,1,1,1.0
-36,Chronos-2,11332620.403256588,3343297066.2156997,10,1,1,1.0
-36,TimesFM-2.5,38292.96331845942,3819923572.092403,11,1,1,1.0
-36,Sundial,12115375319.300484,22965873805.92956,12,1,1,1.0
 60,Chronos-2,0.41478520686732345,0.6013980816930619,1,1,1,1.0
 60,TimesFM-2.5,0.5261185187787719,0.6683883837951358,2,1,1,1.0
 60,Moving-Average,0.9952317188370031,0.9639230883675608,3,1,1,1.0

 12,TimesFM-2.5,0.883401733927733,0.8936065549864372,4,2,2,1.0
 12,Chronos-Bolt,0.8576213668056174,1427.1372538860771,5,2,2,1.0
 12,TabPFN-TS,0.9139044671265871,0.9447650776752475,6,2,2,1.0
+12,Sundial,0.8615789003568101,127.85826144831579,7,2,2,1.0
 12,ARIMA,0.8639722620545719,438.7361038019728,8,2,2,1.0
 12,Seasonal-Naive,1.0,1.0,9,2,2,1.0
 12,ETS,0.8706436180201554,439.02846065451104,10,2,2,1.0
+12,Toto-1.0,44.230930316837785,13295.94223110055,11,2,2,1.0
 12,Moving-Average,0.9617678019724286,471.56119324419365,12,2,2,1.0
 24,TiRex,0.7863964815415329,0.9439695608862385,1,7,7,1.0
 24,Seasonal-Naive,1.0,1.0,2,7,7,1.0
 24,Moving-Average,2.880330512406768,1.803153320337502,11,7,7,1.0
 24,ETS,14.562789605162186,4.211560817547539,12,7,7,1.0
 36,Seasonal-Naive,1.0,1.0,1,1,1,1.0
+36,Moving-Average,1208318634.7525988,1.0,2,1,1,1.0
+36,ARIMA,1083193423.3268,342.79755336616876,3,1,1,1.0
+36,ETS,1208319367.9605007,41250.027312132894,4,1,1,1.0
+36,TiRex,277581.58710277843,442811086.7701007,5,1,1,1.0
+36,TabPFN-TS,977654.7905882351,974482694.5132996,6,1,1,1.0
+36,Toto-1.0,12840454368.65738,1364095120.751701,7,1,1,1.0
+36,Moirai-2.0,3877813.742129859,1405173142.724299,8,1,1,1.0
+36,Chronos-2,2717837.5408586725,1809295116.920599,9,1,1,1.0
+36,TimesFM-2.5,1373110.6967535324,3551588315.9009943,10,1,1,1.0
+36,Chronos-Bolt,19129631.076232657,5150561681.9043,11,1,1,1.0
+36,Sundial,2358375788.148201,11695251725.525408,12,1,1,1.0
 60,Chronos-2,0.41478520686732345,0.6013980816930619,1,1,1,1.0
 60,TimesFM-2.5,0.5261185187787719,0.6683883837951358,2,1,1,1.0
 60,Moving-Average,0.9952317188370031,0.9639230883675608,3,1,1,1.0

results/aggregates/results_overall.csv CHANGED Viewed

@@ -1,13 +1,13 @@
 overall,model,MSE,CRPS,Rank,n_configs,n_group_configs,coverage
-Overall,TiRex,2.1720738801651374,7.812178590336612,1,13,13,1.0
-Overall,Moirai-2.0,2.9679070336654596,12.423954520640057,2,13,13,1.0
 Overall,Seasonal-Naive,1.0,1.0,3,13,13,1.0
-Overall,Chronos-2,3.078153642699101,8.520919760891848,4,13,13,1.0
-Overall,Toto-1.0,137.5819878731826,19.660425464030794,5,13,13,1.0
-Overall,Sundial,6.152072814853696,12.403344026813425,6,13,13,1.0
-Overall,ARIMA,10.974701460077151,15.308460096474754,7,13,13,1.0
-Overall,Moving-Average,8.482741880163895,3.2597797515273625,8,13,13,1.0
-Overall,TimesFM-2.5,1.819071450005093,5.088684972163042,9,13,13,1.0
-Overall,TabPFN-TS,3.548267643446615,5.253997540906708,10,13,13,1.0
-Overall,Chronos-Bolt,3.63788544470257,16.984403766515026,11,13,13,1.0
-Overall,ETS,21.94266381738573,14.68315145941575,12,13,13,1.0

 overall,model,MSE,CRPS,Rank,n_configs,n_group_configs,coverage
+Overall,TiRex,2.0991582488730605,7.272594589450372,1,13,13,1.0
+Overall,Moirai-2.0,3.2557943084109247,12.790585698948476,2,13,13,1.0
 Overall,Seasonal-Naive,1.0,1.0,3,13,13,1.0
+Overall,Chronos-2,2.757971452657122,8.127813702723484,4,13,13,1.0
+Overall,ARIMA,10.006371577164353,5.965546569331156,5,13,13,1.0
+Overall,Sundial,5.4243836782106065,11.81599743490462,6,13,13,1.0
+Overall,Toto-1.0,25.212908218314336,20.09665008684601,7,13,13,1.0
+Overall,Moving-Average,7.77735013145603,3.2597797515273625,8,13,13,1.0
+Overall,TimesFM-2.5,2.3957050062333347,5.060254160244622,9,13,13,1.0
+Overall,TabPFN-TS,2.810376272659753,5.13691000772867,10,13,13,1.0
+Overall,ETS,20.117996726113848,12.208099157961373,11,13,13,1.0
+Overall,Chronos-Bolt,4.1807698383593035,17.633100330024003,12,13,13,1.0

results/arima/all_results.csv CHANGED Viewed

@@ -2,7 +2,7 @@ dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[0.5]
 binance_btcusdt_1h_close/1h/short,ARIMA,0.76413926245335,1.6578120356268264,nan,nan,0.014333035290697807,nan,nan,0.8741505948366963,nan,nan,1.1517753244212898,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,ARIMA,2.0030811547356007,0.686916018742742,nan,nan,0.008070643356983933,nan,nan,1.415302495841649,nan,nan,0.6801317725091276,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,0.003599276194523512,0.0,nan,nan,nan,nan,nan,0.05999396798448584,nan,nan,7.172890049482851e-05,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,3.135466967901013,3.201931762072862,nan,nan,0.1023625171142742,nan,nan,1.7707249837004653,nan,nan,1.3510313576748605,Weather,1,24
 noaa_coops_sf_water_level_water_level/6min/short,ARIMA,1.3489805247278575,1.366522603766471,nan,nan,0.3477925567641124,nan,nan,1.1614562087000342,nan,nan,0.9625050153920207,Ocean,1,60

 binance_btcusdt_1h_close/1h/short,ARIMA,0.76413926245335,1.6578120356268264,nan,nan,0.014333035290697807,nan,nan,0.8741505948366963,nan,nan,1.1517753244212898,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,ARIMA,2.0030811547356007,0.686916018742742,nan,nan,0.008070643356983933,nan,nan,1.415302495841649,nan,nan,0.6801317725091276,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,0.0010831934233268713,0.0,nan,nan,nan,nan,nan,0.03291190397602167,nan,nan,3.4279755336616863e-10,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,3.135466967901013,3.201931762072862,nan,nan,0.1023625171142742,nan,nan,1.7707249837004653,nan,nan,1.3510313576748605,Weather,1,24
 noaa_coops_sf_water_level_water_level/6min/short,ARIMA,1.3489805247278575,1.366522603766471,nan,nan,0.3477925567641124,nan,nan,1.1614562087000342,nan,nan,0.9625050153920207,Ocean,1,60

results/arima/online_meta.json CHANGED Viewed

@@ -4,15 +4,24 @@
     "admitted_at": "2026-06-01T00:00:00Z",
     "evaluation_protocol": "issue-now-score-later",
     "metric_version": "livehouse-canonical-v1",
-    "evaluated_at": "2026-07-27T07:03:48.551755+00:00",
     "resolved_tasks": [
         {
-            "dataset": "open_meteo_shanghai_hourly_temperature_2m/1h/short",
-            "task_id": "future-6d48a5aac4ec3cccc538",
-            "issued_at": "2026-07-26T06:38:23.734740+00:00",
-            "resolved_at": "2026-07-27T07:00:59.748932+00:00",
-            "target_end": "2026-07-27T06:00:00+00:00",
-            "prediction_length": 24,
             "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": "2026-07-27T08:35:23.990338+00:00",
     "resolved_tasks": [
         {
+            "dataset": "data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short",
+            "task_id": "future-0fbad1f57007f37b49fb",
+            "issued_at": "2026-07-27T06:48:00.790180+00:00",
+            "resolved_at": "2026-07-27T08:32:00.374034+00:00",
+            "target_end": "2026-07-25T22:40:00+00:00",
+            "prediction_length": 12,
+            "metric_version": "livehouse-canonical-v1"
+        },
+        {
+            "dataset": "data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short",
+            "task_id": "future-f42f5f3c2ea702bea052",
+            "issued_at": "2026-07-27T01:48:00.972373+00:00",
+            "resolved_at": "2026-07-27T08:32:00.891554+00:00",
+            "target_end": "2026-07-27T04:35:00+00:00",
+            "prediction_length": 36,
             "metric_version": "livehouse-canonical-v1"
         }
     ]

results/chronos_2/all_results.csv CHANGED Viewed

@@ -2,7 +2,7 @@ dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[0.5]
 binance_btcusdt_1h_close/1h/short,Chronos-2,0.17505582868640848,0.17505582868640848,nan,nan,0.003231618795337522,nan,nan,0.41839673598919064,nan,nan,0.2881331988179761,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,Chronos-2,2.2560049558764144,2.2560049558764144,nan,nan,0.013873897978694727,nan,nan,1.5020003182011694,nan,nan,0.9690457209453692,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-2,1.1332620403256572e-05,1.1332620403256572e-05,nan,nan,nan,nan,nan,0.0033663957585608638,nan,nan,0.003343297066215753,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-2,0.06025211913342343,0.06025211913342343,nan,nan,0.014048149370033328,nan,nan,0.24546307081396873,nan,nan,0.16759977605525547,Weather,1,24
 noaa_coops_sf_water_level_water_level/6min/short,Chronos-2,0.17813994182230944,0.17813994182230944,nan,nan,0.14234353419220358,nan,nan,0.42206627657550355,nan,nan,0.3072637895137047,Ocean,1,60

 binance_btcusdt_1h_close/1h/short,Chronos-2,0.17505582868640848,0.17505582868640848,nan,nan,0.003231618795337522,nan,nan,0.41839673598919064,nan,nan,0.2881331988179761,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,Chronos-2,2.2560049558764144,2.2560049558764144,nan,nan,0.013873897978694727,nan,nan,1.5020003182011694,nan,nan,0.9690457209453692,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-2,2.717837540858675e-06,2.717837540858675e-06,nan,nan,nan,nan,nan,0.0016485865281685018,nan,nan,0.0018092951169206885,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-2,0.06025211913342343,0.06025211913342343,nan,nan,0.014048149370033328,nan,nan,0.24546307081396873,nan,nan,0.16759977605525547,Weather,1,24
 noaa_coops_sf_water_level_water_level/6min/short,Chronos-2,0.17813994182230944,0.17813994182230944,nan,nan,0.14234353419220358,nan,nan,0.42206627657550355,nan,nan,0.3072637895137047,Ocean,1,60

results/chronos_2/online_meta.json CHANGED Viewed

@@ -4,15 +4,24 @@
     "admitted_at": "2026-06-01T00:00:00Z",
     "evaluation_protocol": "issue-now-score-later",
     "metric_version": "livehouse-canonical-v1",
-    "evaluated_at": "2026-07-27T07:03:48.530681+00:00",
     "resolved_tasks": [
         {
-            "dataset": "open_meteo_shanghai_hourly_temperature_2m/1h/short",
-            "task_id": "future-6d48a5aac4ec3cccc538",
-            "issued_at": "2026-07-26T06:38:23.734740+00:00",
-            "resolved_at": "2026-07-27T07:00:59.811573+00:00",
-            "target_end": "2026-07-27T06:00:00+00:00",
-            "prediction_length": 24,
             "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": "2026-07-27T08:35:23.881247+00:00",
     "resolved_tasks": [
         {
+            "dataset": "data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short",
+            "task_id": "future-0fbad1f57007f37b49fb",
+            "issued_at": "2026-07-27T06:48:00.790180+00:00",
+            "resolved_at": "2026-07-27T08:32:00.427493+00:00",
+            "target_end": "2026-07-25T22:40:00+00:00",
+            "prediction_length": 12,
+            "metric_version": "livehouse-canonical-v1"
+        },
+        {
+            "dataset": "data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short",
+            "task_id": "future-f42f5f3c2ea702bea052",
+            "issued_at": "2026-07-27T01:48:00.972373+00:00",
+            "resolved_at": "2026-07-27T08:32:00.919735+00:00",
+            "target_end": "2026-07-27T04:35:00+00:00",
+            "prediction_length": 36,
             "metric_version": "livehouse-canonical-v1"
         }
     ]

results/chronos_bolt/all_results.csv CHANGED Viewed

@@ -2,7 +2,7 @@ dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[0.5]
 binance_btcusdt_1h_close/1h/short,Chronos-Bolt,0.1307955914180554,0.1307955914180554,nan,nan,0.0028605090107030515,nan,nan,0.36165673147067984,nan,nan,0.2930958431713805,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,Chronos-Bolt,4.231186308620229,4.231186308620229,nan,nan,0.01879295978035576,nan,nan,2.056984761397184,nan,nan,1.3269289689017092,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,3.1362629986520872e-06,3.1362629986520872e-06,nan,nan,nan,nan,nan,0.0017709497448126774,nan,nan,0.0031639946790263914,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,0.14618389699689283,0.14618389699689283,nan,nan,0.0223592580184212,nan,nan,0.3823400279814982,nan,nan,0.21171284259484002,Weather,1,24
 noaa_coops_sf_water_level_water_level/6min/short,Chronos-Bolt,3.788845138893208,3.788845138893208,nan,nan,0.5913613332985287,nan,nan,1.9464956046426634,nan,nan,1.533263960682073,Ocean,1,60

 binance_btcusdt_1h_close/1h/short,Chronos-Bolt,0.1307955914180554,0.1307955914180554,nan,nan,0.0028605090107030515,nan,nan,0.36165673147067984,nan,nan,0.2930958431713805,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,Chronos-Bolt,4.231186308620229,4.231186308620229,nan,nan,0.01879295978035576,nan,nan,2.056984761397184,nan,nan,1.3269289689017092,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,1.9129631076232625e-05,1.9129631076232625e-05,nan,nan,nan,nan,nan,0.004373743371099021,nan,nan,0.005150561681904362,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,0.14618389699689283,0.14618389699689283,nan,nan,0.0223592580184212,nan,nan,0.3823400279814982,nan,nan,0.21171284259484002,Weather,1,24
 noaa_coops_sf_water_level_water_level/6min/short,Chronos-Bolt,3.788845138893208,3.788845138893208,nan,nan,0.5913613332985287,nan,nan,1.9464956046426634,nan,nan,1.533263960682073,Ocean,1,60

results/chronos_bolt/online_meta.json CHANGED Viewed

@@ -4,15 +4,24 @@
     "admitted_at": "2026-06-01T00:00:00Z",
     "evaluation_protocol": "issue-now-score-later",
     "metric_version": "livehouse-canonical-v1",
-    "evaluated_at": "2026-07-27T07:03:48.538845+00:00",
     "resolved_tasks": [
         {
-            "dataset": "open_meteo_shanghai_hourly_temperature_2m/1h/short",
-            "task_id": "future-6d48a5aac4ec3cccc538",
-            "issued_at": "2026-07-26T06:38:23.734740+00:00",
-            "resolved_at": "2026-07-27T07:00:59.853007+00:00",
-            "target_end": "2026-07-27T06:00:00+00:00",
-            "prediction_length": 24,
             "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": "2026-07-27T08:35:23.947904+00:00",
     "resolved_tasks": [
         {
+            "dataset": "data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short",
+            "task_id": "future-0fbad1f57007f37b49fb",
+            "issued_at": "2026-07-27T06:48:00.790180+00:00",
+            "resolved_at": "2026-07-27T08:32:00.448121+00:00",
+            "target_end": "2026-07-25T22:40:00+00:00",
+            "prediction_length": 12,
+            "metric_version": "livehouse-canonical-v1"
+        },
+        {
+            "dataset": "data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short",
+            "task_id": "future-f42f5f3c2ea702bea052",
+            "issued_at": "2026-07-27T01:48:00.972373+00:00",
+            "resolved_at": "2026-07-27T08:32:00.952518+00:00",
+            "target_end": "2026-07-27T04:35:00+00:00",
+            "prediction_length": 36,
             "metric_version": "livehouse-canonical-v1"
         }
     ]

results/ets/all_results.csv CHANGED Viewed

@@ -2,7 +2,7 @@ dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[0.5]
 binance_btcusdt_1h_close/1h/short,ETS,0.7157633861777374,0.6995576764496922,nan,nan,0.007373212705828319,nan,nan,0.8460280055516705,nan,nan,0.5777462342181262,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,ETS,2.349801332225942,2.314730774872386,nan,nan,0.014065429037619417,nan,nan,1.5329061720229136,nan,nan,1.2696879671247965,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,0.0037354398501733884,2.718506350169465e-13,nan,nan,nan,nan,nan,0.061118244822420974,nan,nan,4.546217794134912e-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,9.72254979744294,9.901571756927,nan,nan,0.1997997084916222,nan,nan,3.1181003507653404,nan,nan,2.518724944686868,Weather,1,24
 noaa_coops_sf_water_level_water_level/6min/short,ETS,1.531736333168911,1.5234448324573608,nan,nan,0.36360321686269725,nan,nan,1.2376333597511466,nan,nan,1.0019314703224669,Ocean,1,60

 binance_btcusdt_1h_close/1h/short,ETS,0.7157633861777374,0.6995576764496922,nan,nan,0.007373212705828319,nan,nan,0.8460280055516705,nan,nan,0.5777462342181262,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,ETS,2.349801332225942,2.314730774872386,nan,nan,0.014065429037619417,nan,nan,1.5329061720229136,nan,nan,1.2696879671247965,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,0.0012083193679605332,2.238094179223228e-15,nan,nan,nan,nan,nan,0.03476088848059746,nan,nan,4.125002731213289e-08,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,9.72254979744294,9.901571756927,nan,nan,0.1997997084916222,nan,nan,3.1181003507653404,nan,nan,2.518724944686868,Weather,1,24
 noaa_coops_sf_water_level_water_level/6min/short,ETS,1.531736333168911,1.5234448324573608,nan,nan,0.36360321686269725,nan,nan,1.2376333597511466,nan,nan,1.0019314703224669,Ocean,1,60

results/ets/online_meta.json CHANGED Viewed

@@ -4,15 +4,24 @@
     "admitted_at": "2026-06-01T00:00:00Z",
     "evaluation_protocol": "issue-now-score-later",
     "metric_version": "livehouse-canonical-v1",
-    "evaluated_at": "2026-07-27T07:03:48.549577+00:00",
     "resolved_tasks": [
         {
-            "dataset": "open_meteo_shanghai_hourly_temperature_2m/1h/short",
-            "task_id": "future-6d48a5aac4ec3cccc538",
-            "issued_at": "2026-07-26T06:38:23.734740+00:00",
-            "resolved_at": "2026-07-27T07:00:59.892586+00:00",
-            "target_end": "2026-07-27T06:00:00+00:00",
-            "prediction_length": 24,
             "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": "2026-07-27T08:35:23.984524+00:00",
     "resolved_tasks": [
         {
+            "dataset": "data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short",
+            "task_id": "future-0fbad1f57007f37b49fb",
+            "issued_at": "2026-07-27T06:48:00.790180+00:00",
+            "resolved_at": "2026-07-27T08:32:00.487874+00:00",
+            "target_end": "2026-07-25T22:40:00+00:00",
+            "prediction_length": 12,
+            "metric_version": "livehouse-canonical-v1"
+        },
+        {
+            "dataset": "data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short",
+            "task_id": "future-f42f5f3c2ea702bea052",
+            "issued_at": "2026-07-27T01:48:00.972373+00:00",
+            "resolved_at": "2026-07-27T08:32:01.003434+00:00",
+            "target_end": "2026-07-27T04:35:00+00:00",
+            "prediction_length": 36,
             "metric_version": "livehouse-canonical-v1"
         }
     ]

results/moirai_2_0/all_results.csv CHANGED Viewed

@@ -2,7 +2,7 @@ dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[0.5]
 binance_btcusdt_1h_close/1h/short,Moirai-2.0,0.333539099554969,0.333539099554969,nan,nan,0.004700526407462011,nan,nan,0.5775284404728213,nan,nan,0.35926806277472745,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,Moirai-2.0,3.3093880585159816,3.3093880585159816,nan,nan,0.01678605695070035,nan,nan,1.8191723553627297,nan,nan,1.1081397727013216,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-2.0,1.1638587599014565e-06,1.1638587599014565e-06,nan,nan,nan,nan,nan,0.0010788228584440805,nan,nan,0.0009627916476838612,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-2.0,0.11768236873357002,0.11768236873357002,nan,nan,0.019765022792300333,nan,nan,0.34304863902013955,nan,nan,0.19215746258783267,Weather,1,24
 noaa_coops_sf_water_level_water_level/6min/short,Moirai-2.0,0.8549909978436337,0.8549909978436337,nan,nan,0.2869642806784708,nan,nan,0.92465723262387,nan,nan,0.7094632922672047,Ocean,1,60

 binance_btcusdt_1h_close/1h/short,Moirai-2.0,0.333539099554969,0.333539099554969,nan,nan,0.004700526407462011,nan,nan,0.5775284404728213,nan,nan,0.35926806277472745,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,Moirai-2.0,3.3093880585159816,3.3093880585159816,nan,nan,0.01678605695070035,nan,nan,1.8191723553627297,nan,nan,1.1081397727013216,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-2.0,3.877813742129857e-06,3.877813742129857e-06,nan,nan,nan,nan,nan,0.0019692165300265628,nan,nan,0.001405173142724328,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-2.0,0.11768236873357002,0.11768236873357002,nan,nan,0.019765022792300333,nan,nan,0.34304863902013955,nan,nan,0.19215746258783267,Weather,1,24
 noaa_coops_sf_water_level_water_level/6min/short,Moirai-2.0,0.8549909978436337,0.8549909978436337,nan,nan,0.2869642806784708,nan,nan,0.92465723262387,nan,nan,0.7094632922672047,Ocean,1,60

results/moirai_2_0/online_meta.json CHANGED Viewed

@@ -4,15 +4,24 @@
     "admitted_at": "2026-06-01T00:00:00Z",
     "evaluation_protocol": "issue-now-score-later",
     "metric_version": "livehouse-canonical-v1",
-    "evaluated_at": "2026-07-27T07:03:48.537330+00:00",
     "resolved_tasks": [
         {
-            "dataset": "open_meteo_shanghai_hourly_temperature_2m/1h/short",
-            "task_id": "future-6d48a5aac4ec3cccc538",
-            "issued_at": "2026-07-26T06:38:23.734740+00:00",
-            "resolved_at": "2026-07-27T07:00:59.917685+00:00",
-            "target_end": "2026-07-27T06:00:00+00:00",
-            "prediction_length": 24,
             "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": "2026-07-27T08:35:23.937982+00:00",
     "resolved_tasks": [
         {
+            "dataset": "data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short",
+            "task_id": "future-0fbad1f57007f37b49fb",
+            "issued_at": "2026-07-27T06:48:00.790180+00:00",
+            "resolved_at": "2026-07-27T08:32:00.516431+00:00",
+            "target_end": "2026-07-25T22:40:00+00:00",
+            "prediction_length": 12,
+            "metric_version": "livehouse-canonical-v1"
+        },
+        {
+            "dataset": "data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short",
+            "task_id": "future-f42f5f3c2ea702bea052",
+            "issued_at": "2026-07-27T01:48:00.972373+00:00",
+            "resolved_at": "2026-07-27T08:32:01.031518+00:00",
+            "target_end": "2026-07-27T04:35:00+00:00",
+            "prediction_length": 36,
             "metric_version": "livehouse-canonical-v1"
         }
     ]

results/moving_average/all_results.csv CHANGED Viewed

@@ -2,7 +2,7 @@ dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[0.5]
 binance_btcusdt_1h_close/1h/short,Moving-Average,0.621433929245642,0.6041547635929079,nan,nan,0.007781879132081743,nan,nan,0.788310807515438,nan,nan,0.5982014200965572,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,Moving-Average,2.0281982924910245,1.9974262994278194,nan,nan,0.013082371338478815,nan,nan,1.4241482691387946,nan,nan,1.1729113489352476,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,0.0037354358901224554,0.0,nan,nan,nan,nan,nan,0.06111821242577744,nan,nan,0.0,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,1.101917982291092,1.0962491312760358,nan,nan,0.07375688729602925,nan,nan,1.0497228121228441,nan,nan,0.8558668325754479,Weather,1,24
 noaa_coops_sf_water_level_water_level/6min/short,Moving-Average,0.4274272986549646,0.42364158685794445,nan,nan,0.17891873278520726,nan,nan,0.6537792430591266,nan,nan,0.49248354783202053,Ocean,1,60

 binance_btcusdt_1h_close/1h/short,Moving-Average,0.621433929245642,0.6041547635929079,nan,nan,0.007781879132081743,nan,nan,0.788310807515438,nan,nan,0.5982014200965572,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,Moving-Average,2.0281982924910245,1.9974262994278194,nan,nan,0.013082371338478815,nan,nan,1.4241482691387946,nan,nan,1.1729113489352476,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,0.0012083186347526924,0.0,nan,nan,nan,nan,nan,0.03476087793414735,nan,nan,0.0,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,1.101917982291092,1.0962491312760358,nan,nan,0.07375688729602925,nan,nan,1.0497228121228441,nan,nan,0.8558668325754479,Weather,1,24
 noaa_coops_sf_water_level_water_level/6min/short,Moving-Average,0.4274272986549646,0.42364158685794445,nan,nan,0.17891873278520726,nan,nan,0.6537792430591266,nan,nan,0.49248354783202053,Ocean,1,60

results/moving_average/online_meta.json CHANGED Viewed

@@ -4,15 +4,24 @@
     "admitted_at": "2026-06-01T00:00:00Z",
     "evaluation_protocol": "issue-now-score-later",
     "metric_version": "livehouse-canonical-v1",
-    "evaluated_at": "2026-07-27T07:03:48.545841+00:00",
     "resolved_tasks": [
         {
-            "dataset": "open_meteo_shanghai_hourly_temperature_2m/1h/short",
-            "task_id": "future-6d48a5aac4ec3cccc538",
-            "issued_at": "2026-07-26T06:38:23.734740+00:00",
-            "resolved_at": "2026-07-27T07:00:59.969446+00:00",
-            "target_end": "2026-07-27T06:00:00+00:00",
-            "prediction_length": 24,
             "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": "2026-07-27T08:35:23.976393+00:00",
     "resolved_tasks": [
         {
+            "dataset": "data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short",
+            "task_id": "future-0fbad1f57007f37b49fb",
+            "issued_at": "2026-07-27T06:48:00.790180+00:00",
+            "resolved_at": "2026-07-27T08:32:00.562483+00:00",
+            "target_end": "2026-07-25T22:40:00+00:00",
+            "prediction_length": 12,
+            "metric_version": "livehouse-canonical-v1"
+        },
+        {
+            "dataset": "data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short",
+            "task_id": "future-f42f5f3c2ea702bea052",
+            "issued_at": "2026-07-27T01:48:00.972373+00:00",
+            "resolved_at": "2026-07-27T08:32:01.074354+00:00",
+            "target_end": "2026-07-27T04:35:00+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": "2026-07-27T08:21:29.416630+00:00",
-    "finished_at": "2026-07-27T08:21:38.458487+00:00",
     "data_source": "ts_bench",
     "data_config": "configs/datasets/ts_bench.yaml",
     "task_count": 4,
-    "issued_tasks": 0,
-    "issued_forecasts": 0,
-    "resolved_forecasts": 0,
     "pending_tasks": 13,
-    "failed_forecasts": [
-        {
-            "model": "Seasonal-Naive",
-            "dataset": "nws_ksfo_observations_temperature/1h/short",
-            "error": "Mean forecast length 10 < 24"
-        }
-    ],
     "models": {
         "Chronos-2": {
             "model": "Chronos-2",
@@ -25,8 +19,27 @@
             "admitted_at": "2026-06-01T00:00:00Z",
             "evaluation_protocol": "issue-now-score-later",
             "metric_version": "livehouse-canonical-v1",
-            "evaluated_at": "2026-07-27T08:21:33.967884+00:00",
-            "resolved_tasks": []
         },
         "TiRex": {
             "model": "TiRex",
@@ -34,8 +47,27 @@
             "admitted_at": "2026-06-01T00:00:00Z",
             "evaluation_protocol": "issue-now-score-later",
             "metric_version": "livehouse-canonical-v1",
-            "evaluated_at": "2026-07-27T08:21:33.967890+00:00",
-            "resolved_tasks": []
         },
         "TimesFM-2.5": {
             "model": "TimesFM-2.5",
@@ -43,8 +75,27 @@
             "admitted_at": "2026-06-01T00:00:00Z",
             "evaluation_protocol": "issue-now-score-later",
             "metric_version": "livehouse-canonical-v1",
-            "evaluated_at": "2026-07-27T08:21:33.967891+00:00",
-            "resolved_tasks": []
         },
         "Toto-1.0": {
             "model": "Toto-1.0",
@@ -52,8 +103,27 @@
             "admitted_at": "2026-06-01T00:00:00Z",
             "evaluation_protocol": "issue-now-score-later",
             "metric_version": "livehouse-canonical-v1",
-            "evaluated_at": "2026-07-27T08:21:33.967892+00:00",
-            "resolved_tasks": []
         },
         "Moirai-2.0": {
             "model": "Moirai-2.0",
@@ -61,8 +131,27 @@
             "admitted_at": "2026-06-01T00:00:00Z",
             "evaluation_protocol": "issue-now-score-later",
             "metric_version": "livehouse-canonical-v1",
-            "evaluated_at": "2026-07-27T08:21:33.967893+00:00",
-            "resolved_tasks": []
         },
         "Chronos-Bolt": {
             "model": "Chronos-Bolt",
@@ -70,8 +159,27 @@
             "admitted_at": "2026-06-01T00:00:00Z",
             "evaluation_protocol": "issue-now-score-later",
             "metric_version": "livehouse-canonical-v1",
-            "evaluated_at": "2026-07-27T08:21:33.967894+00:00",
-            "resolved_tasks": []
         },
         "TabPFN-TS": {
             "model": "TabPFN-TS",
@@ -79,8 +187,27 @@
             "admitted_at": "2026-06-01T00:00:00Z",
             "evaluation_protocol": "issue-now-score-later",
             "metric_version": "livehouse-canonical-v1",
-            "evaluated_at": "2026-07-27T08:21:33.967895+00:00",
-            "resolved_tasks": []
         },
         "Sundial": {
             "model": "Sundial",
@@ -88,8 +215,27 @@
             "admitted_at": "2026-06-01T00:00:00Z",
             "evaluation_protocol": "issue-now-score-later",
             "metric_version": "livehouse-canonical-v1",
-            "evaluated_at": "2026-07-27T08:21:33.967896+00:00",
-            "resolved_tasks": []
         },
         "Moving-Average": {
             "model": "Moving-Average",
@@ -97,8 +243,27 @@
             "admitted_at": "2026-06-01T00:00:00Z",
             "evaluation_protocol": "issue-now-score-later",
             "metric_version": "livehouse-canonical-v1",
-            "evaluated_at": "2026-07-27T08:21:33.967897+00:00",
-            "resolved_tasks": []
         },
         "ETS": {
             "model": "ETS",
@@ -106,8 +271,27 @@
             "admitted_at": "2026-06-01T00:00:00Z",
             "evaluation_protocol": "issue-now-score-later",
             "metric_version": "livehouse-canonical-v1",
-            "evaluated_at": "2026-07-27T08:21:33.967898+00:00",
-            "resolved_tasks": []
         },
         "ARIMA": {
             "model": "ARIMA",
@@ -115,8 +299,27 @@
             "admitted_at": "2026-06-01T00:00:00Z",
             "evaluation_protocol": "issue-now-score-later",
             "metric_version": "livehouse-canonical-v1",
-            "evaluated_at": "2026-07-27T08:21:33.967899+00:00",
-            "resolved_tasks": []
         },
         "Seasonal-Naive": {
             "model": "Seasonal-Naive",
@@ -124,8 +327,27 @@
             "admitted_at": "2026-06-01T00:00:00Z",
             "evaluation_protocol": "issue-now-score-later",
             "metric_version": "livehouse-canonical-v1",
-            "evaluated_at": "2026-07-27T08:21:33.967899+00:00",
-            "resolved_tasks": []
         }
     },
     "skipped_models": [],
@@ -148,7 +370,5 @@
         "live_overall_30d": "aggregates/live_overall_30d.csv",
         "live_metadata": "aggregates/live_metadata.json"
     },
-    "push_status": "ok",
-    "pushed_at": "2026-07-27T08:22:31.841652+00:00",
-    "push_detail": "HF Hub API"
 }

 {
+    "status": "ok",
     "evaluation_protocol": "issue-now-score-later",
     "metric_version": "livehouse-canonical-v1",
+    "started_at": "2026-07-27T08:31:58.057361+00:00",
+    "finished_at": "2026-07-27T08:35:28.298698+00:00",
     "data_source": "ts_bench",
     "data_config": "configs/datasets/ts_bench.yaml",
     "task_count": 4,
+    "issued_tasks": 2,
+    "issued_forecasts": 24,
+    "resolved_forecasts": 24,
     "pending_tasks": 13,
+    "failed_forecasts": [],
     "models": {
         "Chronos-2": {
             "model": "Chronos-2",
             "admitted_at": "2026-06-01T00:00:00Z",
             "evaluation_protocol": "issue-now-score-later",
             "metric_version": "livehouse-canonical-v1",
+            "evaluated_at": "2026-07-27T08:35:23.881247+00:00",
+            "resolved_tasks": [
+                {
+                    "dataset": "data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short",
+                    "task_id": "future-0fbad1f57007f37b49fb",
+                    "issued_at": "2026-07-27T06:48:00.790180+00:00",
+                    "resolved_at": "2026-07-27T08:32:00.427493+00:00",
+                    "target_end": "2026-07-25T22:40:00+00:00",
+                    "prediction_length": 12,
+                    "metric_version": "livehouse-canonical-v1"
+                },
+                {
+                    "dataset": "data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short",
+                    "task_id": "future-f42f5f3c2ea702bea052",
+                    "issued_at": "2026-07-27T01:48:00.972373+00:00",
+                    "resolved_at": "2026-07-27T08:32:00.919735+00:00",
+                    "target_end": "2026-07-27T04:35:00+00:00",
+                    "prediction_length": 36,
+                    "metric_version": "livehouse-canonical-v1"
+                }
+            ]
         },
         "TiRex": {
             "model": "TiRex",
             "admitted_at": "2026-06-01T00:00:00Z",
             "evaluation_protocol": "issue-now-score-later",
             "metric_version": "livehouse-canonical-v1",
+            "evaluated_at": "2026-07-27T08:35:23.914599+00:00",
+            "resolved_tasks": [
+                {
+                    "dataset": "data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short",
+                    "task_id": "future-0fbad1f57007f37b49fb",
+                    "issued_at": "2026-07-27T06:48:00.790180+00:00",
+                    "resolved_at": "2026-07-27T08:32:00.760773+00:00",
+                    "target_end": "2026-07-25T22:40:00+00:00",
+                    "prediction_length": 12,
+                    "metric_version": "livehouse-canonical-v1"
+                },
+                {
+                    "dataset": "data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short",
+                    "task_id": "future-f42f5f3c2ea702bea052",
+                    "issued_at": "2026-07-27T01:48:00.972373+00:00",
+                    "resolved_at": "2026-07-27T08:32:01.260800+00:00",
+                    "target_end": "2026-07-27T04:35:00+00:00",
+                    "prediction_length": 36,
+                    "metric_version": "livehouse-canonical-v1"
+                }
+            ]
         },
         "TimesFM-2.5": {
             "model": "TimesFM-2.5",
             "admitted_at": "2026-06-01T00:00:00Z",
             "evaluation_protocol": "issue-now-score-later",
             "metric_version": "livehouse-canonical-v1",
+            "evaluated_at": "2026-07-27T08:35:23.925707+00:00",
+            "resolved_tasks": [
+                {
+                    "dataset": "data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short",
+                    "task_id": "future-0fbad1f57007f37b49fb",
+                    "issued_at": "2026-07-27T06:48:00.790180+00:00",
+                    "resolved_at": "2026-07-27T08:32:00.722722+00:00",
+                    "target_end": "2026-07-25T22:40:00+00:00",
+                    "prediction_length": 12,
+                    "metric_version": "livehouse-canonical-v1"
+                },
+                {
+                    "dataset": "data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short",
+                    "task_id": "future-f42f5f3c2ea702bea052",
+                    "issued_at": "2026-07-27T01:48:00.972373+00:00",
+                    "resolved_at": "2026-07-27T08:32:01.215484+00:00",
+                    "target_end": "2026-07-27T04:35:00+00:00",
+                    "prediction_length": 36,
+                    "metric_version": "livehouse-canonical-v1"
+                }
+            ]
         },
         "Toto-1.0": {
             "model": "Toto-1.0",
             "admitted_at": "2026-06-01T00:00:00Z",
             "evaluation_protocol": "issue-now-score-later",
             "metric_version": "livehouse-canonical-v1",
+            "evaluated_at": "2026-07-27T08:35:23.928521+00:00",
+            "resolved_tasks": [
+                {
+                    "dataset": "data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short",
+                    "task_id": "future-0fbad1f57007f37b49fb",
+                    "issued_at": "2026-07-27T06:48:00.790180+00:00",
+                    "resolved_at": "2026-07-27T08:32:00.792632+00:00",
+                    "target_end": "2026-07-25T22:40:00+00:00",
+                    "prediction_length": 12,
+                    "metric_version": "livehouse-canonical-v1"
+                },
+                {
+                    "dataset": "data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short",
+                    "task_id": "future-f42f5f3c2ea702bea052",
+                    "issued_at": "2026-07-27T01:48:00.972373+00:00",
+                    "resolved_at": "2026-07-27T08:32:01.292323+00:00",
+                    "target_end": "2026-07-27T04:35:00+00:00",
+                    "prediction_length": 36,
+                    "metric_version": "livehouse-canonical-v1"
+                }
+            ]
         },
         "Moirai-2.0": {
             "model": "Moirai-2.0",
             "admitted_at": "2026-06-01T00:00:00Z",
             "evaluation_protocol": "issue-now-score-later",
             "metric_version": "livehouse-canonical-v1",
+            "evaluated_at": "2026-07-27T08:35:23.937982+00:00",
+            "resolved_tasks": [
+                {
+                    "dataset": "data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short",
+                    "task_id": "future-0fbad1f57007f37b49fb",
+                    "issued_at": "2026-07-27T06:48:00.790180+00:00",
+                    "resolved_at": "2026-07-27T08:32:00.516431+00:00",
+                    "target_end": "2026-07-25T22:40:00+00:00",
+                    "prediction_length": 12,
+                    "metric_version": "livehouse-canonical-v1"
+                },
+                {
+                    "dataset": "data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short",
+                    "task_id": "future-f42f5f3c2ea702bea052",
+                    "issued_at": "2026-07-27T01:48:00.972373+00:00",
+                    "resolved_at": "2026-07-27T08:32:01.031518+00:00",
+                    "target_end": "2026-07-27T04:35:00+00:00",
+                    "prediction_length": 36,
+                    "metric_version": "livehouse-canonical-v1"
+                }
+            ]
         },
         "Chronos-Bolt": {
             "model": "Chronos-Bolt",
             "admitted_at": "2026-06-01T00:00:00Z",
             "evaluation_protocol": "issue-now-score-later",
             "metric_version": "livehouse-canonical-v1",
+            "evaluated_at": "2026-07-27T08:35:23.947904+00:00",
+            "resolved_tasks": [
+                {
+                    "dataset": "data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short",
+                    "task_id": "future-0fbad1f57007f37b49fb",
+                    "issued_at": "2026-07-27T06:48:00.790180+00:00",
+                    "resolved_at": "2026-07-27T08:32:00.448121+00:00",
+                    "target_end": "2026-07-25T22:40:00+00:00",
+                    "prediction_length": 12,
+                    "metric_version": "livehouse-canonical-v1"
+                },
+                {
+                    "dataset": "data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short",
+                    "task_id": "future-f42f5f3c2ea702bea052",
+                    "issued_at": "2026-07-27T01:48:00.972373+00:00",
+                    "resolved_at": "2026-07-27T08:32:00.952518+00:00",
+                    "target_end": "2026-07-27T04:35:00+00:00",
+                    "prediction_length": 36,
+                    "metric_version": "livehouse-canonical-v1"
+                }
+            ]
         },
         "TabPFN-TS": {
             "model": "TabPFN-TS",
             "admitted_at": "2026-06-01T00:00:00Z",
             "evaluation_protocol": "issue-now-score-later",
             "metric_version": "livehouse-canonical-v1",
+            "evaluated_at": "2026-07-27T08:35:23.950264+00:00",
+            "resolved_tasks": [
+                {
+                    "dataset": "data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short",
+                    "task_id": "future-0fbad1f57007f37b49fb",
+                    "issued_at": "2026-07-27T06:48:00.790180+00:00",
+                    "resolved_at": "2026-07-27T08:32:00.680854+00:00",
+                    "target_end": "2026-07-25T22:40:00+00:00",
+                    "prediction_length": 12,
+                    "metric_version": "livehouse-canonical-v1"
+                },
+                {
+                    "dataset": "data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short",
+                    "task_id": "future-f42f5f3c2ea702bea052",
+                    "issued_at": "2026-07-27T01:48:00.972373+00:00",
+                    "resolved_at": "2026-07-27T08:32:01.177996+00:00",
+                    "target_end": "2026-07-27T04:35:00+00:00",
+                    "prediction_length": 36,
+                    "metric_version": "livehouse-canonical-v1"
+                }
+            ]
         },
         "Sundial": {
             "model": "Sundial",
             "admitted_at": "2026-06-01T00:00:00Z",
             "evaluation_protocol": "issue-now-score-later",
             "metric_version": "livehouse-canonical-v1",
+            "evaluated_at": "2026-07-27T08:35:23.965396+00:00",
+            "resolved_tasks": [
+                {
+                    "dataset": "data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short",
+                    "task_id": "future-0fbad1f57007f37b49fb",
+                    "issued_at": "2026-07-27T06:48:00.790180+00:00",
+                    "resolved_at": "2026-07-27T08:32:00.648400+00:00",
+                    "target_end": "2026-07-25T22:40:00+00:00",
+                    "prediction_length": 12,
+                    "metric_version": "livehouse-canonical-v1"
+                },
+                {
+                    "dataset": "data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short",
+                    "task_id": "future-f42f5f3c2ea702bea052",
+                    "issued_at": "2026-07-27T01:48:00.972373+00:00",
+                    "resolved_at": "2026-07-27T08:32:01.147295+00:00",
+                    "target_end": "2026-07-27T04:35:00+00:00",
+                    "prediction_length": 36,
+                    "metric_version": "livehouse-canonical-v1"
+                }
+            ]
         },
         "Moving-Average": {
             "model": "Moving-Average",
             "admitted_at": "2026-06-01T00:00:00Z",
             "evaluation_protocol": "issue-now-score-later",
             "metric_version": "livehouse-canonical-v1",
+            "evaluated_at": "2026-07-27T08:35:23.976393+00:00",
+            "resolved_tasks": [
+                {
+                    "dataset": "data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short",
+                    "task_id": "future-0fbad1f57007f37b49fb",
+                    "issued_at": "2026-07-27T06:48:00.790180+00:00",
+                    "resolved_at": "2026-07-27T08:32:00.562483+00:00",
+                    "target_end": "2026-07-25T22:40:00+00:00",
+                    "prediction_length": 12,
+                    "metric_version": "livehouse-canonical-v1"
+                },
+                {
+                    "dataset": "data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short",
+                    "task_id": "future-f42f5f3c2ea702bea052",
+                    "issued_at": "2026-07-27T01:48:00.972373+00:00",
+                    "resolved_at": "2026-07-27T08:32:01.074354+00:00",
+                    "target_end": "2026-07-27T04:35:00+00:00",
+                    "prediction_length": 36,
+                    "metric_version": "livehouse-canonical-v1"
+                }
+            ]
         },
         "ETS": {
             "model": "ETS",
             "admitted_at": "2026-06-01T00:00:00Z",
             "evaluation_protocol": "issue-now-score-later",
             "metric_version": "livehouse-canonical-v1",
+            "evaluated_at": "2026-07-27T08:35:23.984524+00:00",
+            "resolved_tasks": [
+                {
+                    "dataset": "data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short",
+                    "task_id": "future-0fbad1f57007f37b49fb",
+                    "issued_at": "2026-07-27T06:48:00.790180+00:00",
+                    "resolved_at": "2026-07-27T08:32:00.487874+00:00",
+                    "target_end": "2026-07-25T22:40:00+00:00",
+                    "prediction_length": 12,
+                    "metric_version": "livehouse-canonical-v1"
+                },
+                {
+                    "dataset": "data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short",
+                    "task_id": "future-f42f5f3c2ea702bea052",
+                    "issued_at": "2026-07-27T01:48:00.972373+00:00",
+                    "resolved_at": "2026-07-27T08:32:01.003434+00:00",
+                    "target_end": "2026-07-27T04:35:00+00:00",
+                    "prediction_length": 36,
+                    "metric_version": "livehouse-canonical-v1"
+                }
+            ]
         },
         "ARIMA": {
             "model": "ARIMA",
             "admitted_at": "2026-06-01T00:00:00Z",
             "evaluation_protocol": "issue-now-score-later",
             "metric_version": "livehouse-canonical-v1",
+            "evaluated_at": "2026-07-27T08:35:23.990338+00:00",
+            "resolved_tasks": [
+                {
+                    "dataset": "data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short",
+                    "task_id": "future-0fbad1f57007f37b49fb",
+                    "issued_at": "2026-07-27T06:48:00.790180+00:00",
+                    "resolved_at": "2026-07-27T08:32:00.374034+00:00",
+                    "target_end": "2026-07-25T22:40:00+00:00",
+                    "prediction_length": 12,
+                    "metric_version": "livehouse-canonical-v1"
+                },
+                {
+                    "dataset": "data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short",
+                    "task_id": "future-f42f5f3c2ea702bea052",
+                    "issued_at": "2026-07-27T01:48:00.972373+00:00",
+                    "resolved_at": "2026-07-27T08:32:00.891554+00:00",
+                    "target_end": "2026-07-27T04:35:00+00:00",
+                    "prediction_length": 36,
+                    "metric_version": "livehouse-canonical-v1"
+                }
+            ]
         },
         "Seasonal-Naive": {
             "model": "Seasonal-Naive",
             "admitted_at": "2026-06-01T00:00:00Z",
             "evaluation_protocol": "issue-now-score-later",
             "metric_version": "livehouse-canonical-v1",
+            "evaluated_at": "2026-07-27T08:35:24.013992+00:00",
+            "resolved_tasks": [
+                {
+                    "dataset": "data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short",
+                    "task_id": "future-0fbad1f57007f37b49fb",
+                    "issued_at": "2026-07-27T06:48:00.790180+00:00",
+                    "resolved_at": "2026-07-27T08:32:00.594606+00:00",
+                    "target_end": "2026-07-25T22:40:00+00:00",
+                    "prediction_length": 12,
+                    "metric_version": "livehouse-canonical-v1"
+                },
+                {
+                    "dataset": "data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short",
+                    "task_id": "future-f42f5f3c2ea702bea052",
+                    "issued_at": "2026-07-27T01:48:00.972373+00:00",
+                    "resolved_at": "2026-07-27T08:32:01.108337+00:00",
+                    "target_end": "2026-07-27T04:35:00+00:00",
+                    "prediction_length": 36,
+                    "metric_version": "livehouse-canonical-v1"
+                }
+            ]
         }
     },
     "skipped_models": [],
         "live_overall_30d": "aggregates/live_overall_30d.csv",
         "live_metadata": "aggregates/live_metadata.json"
     },
+    "push_status": "pending"
 }

results/prequential/tasks/future-0fbad1f57007f37b49fb.json CHANGED Viewed

@@ -253,7 +253,23 @@
   "data_fetched_at": "2026-07-27T06:47:20.845519Z",
   "task_id": "future-0fbad1f57007f37b49fb",
   "issued_at": "2026-07-27T06:48:00.790180+00:00",
-  "status": "open",
-  "scored_models": [],
-  "metric_version": "livehouse-canonical-v1"
 }

   "data_fetched_at": "2026-07-27T06:47:20.845519Z",
   "task_id": "future-0fbad1f57007f37b49fb",
   "issued_at": "2026-07-27T06:48:00.790180+00:00",
+  "status": "resolved",
+  "scored_models": [
+    "ARIMA",
+    "Chronos-2",
+    "Chronos-Bolt",
+    "ETS",
+    "Moirai-2.0",
+    "Moving-Average",
+    "Seasonal-Naive",
+    "Sundial",
+    "TabPFN-TS",
+    "TiRex",
+    "TimesFM-2.5",
+    "Toto-1.0"
+  ],
+  "metric_version": "livehouse-canonical-v1",
+  "resolved_at": "2026-07-27T08:32:00.839968+00:00",
+  "target_start": "2026-07-25T21:45:00",
+  "target_end": "2026-07-25T22:40:00"
 }

results/prequential/tasks/future-8f0dd89c2daa53783fa6.json ADDED Viewed

	@@ -0,0 +1,259 @@

+{
+  "source_task_name": "task_data_gov_sg_singapore_taxi_availability_singapore_taxi_fleet_available_taxi_count_20260727t060500z",
+  "dataset": "data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short",
+  "domain": "Transportation",
+  "frequency": "5min",
+  "prediction_length": 12,
+  "context": [
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0
+  ],
+  "context_timestamps": [
+    "2026-07-25T13:10:00",
+    "2026-07-25T13:15:00",
+    "2026-07-25T13:20:00",
+    "2026-07-25T13:25:00",
+    "2026-07-25T13:30:00",
+    "2026-07-25T13:35:00",
+    "2026-07-25T13:40:00",
+    "2026-07-25T13:45:00",
+    "2026-07-25T13:50:00",
+    "2026-07-25T13:55:00",
+    "2026-07-25T14:00:00",
+    "2026-07-25T14:05:00",
+    "2026-07-25T14:10:00",
+    "2026-07-25T14:15:00",
+    "2026-07-25T14:20:00",
+    "2026-07-25T14:25:00",
+    "2026-07-25T14:30:00",
+    "2026-07-25T14:35:00",
+    "2026-07-25T14:40:00",
+    "2026-07-25T14:45:00",
+    "2026-07-25T14:50:00",
+    "2026-07-25T14:55:00",
+    "2026-07-25T15:00:00",
+    "2026-07-25T15:05:00",
+    "2026-07-25T15:10:00",
+    "2026-07-25T15:15:00",
+    "2026-07-25T15:20:00",
+    "2026-07-25T15:25:00",
+    "2026-07-25T15:30:00",
+    "2026-07-25T15:35:00",
+    "2026-07-25T15:40:00",
+    "2026-07-25T15:45:00",
+    "2026-07-25T15:50:00",
+    "2026-07-25T15:55:00",
+    "2026-07-25T16:00:00",
+    "2026-07-25T16:05:00",
+    "2026-07-25T16:10:00",
+    "2026-07-25T16:15:00",
+    "2026-07-25T16:20:00",
+    "2026-07-25T16:25:00",
+    "2026-07-25T16:30:00",
+    "2026-07-25T16:35:00",
+    "2026-07-25T16:40:00",
+    "2026-07-25T16:45:00",
+    "2026-07-25T16:50:00",
+    "2026-07-25T16:55:00",
+    "2026-07-25T17:00:00",
+    "2026-07-25T17:05:00",
+    "2026-07-25T17:10:00",
+    "2026-07-25T17:15:00",
+    "2026-07-25T17:20:00",
+    "2026-07-25T17:25:00",
+    "2026-07-25T17:30:00",
+    "2026-07-25T17:35:00",
+    "2026-07-25T17:40:00",
+    "2026-07-25T17:45:00",
+    "2026-07-25T17:50:00",
+    "2026-07-25T17:55:00",
+    "2026-07-25T18:00:00",
+    "2026-07-25T18:05:00",
+    "2026-07-25T18:10:00",
+    "2026-07-25T18:15:00",
+    "2026-07-25T18:20:00",
+    "2026-07-25T18:25:00",
+    "2026-07-25T18:30:00",
+    "2026-07-25T18:35:00",
+    "2026-07-25T18:40:00",
+    "2026-07-25T18:45:00",
+    "2026-07-25T18:50:00",
+    "2026-07-25T18:55:00",
+    "2026-07-25T19:00:00",
+    "2026-07-25T19:05:00",
+    "2026-07-25T19:10:00",
+    "2026-07-25T19:15:00",
+    "2026-07-25T19:20:00",
+    "2026-07-25T19:25:00",
+    "2026-07-25T19:30:00",
+    "2026-07-25T19:35:00",
+    "2026-07-25T19:40:00",
+    "2026-07-25T19:45:00",
+    "2026-07-25T19:50:00",
+    "2026-07-25T19:55:00",
+    "2026-07-25T20:00:00",
+    "2026-07-25T20:05:00",
+    "2026-07-25T20:10:00",
+    "2026-07-25T20:15:00",
+    "2026-07-25T20:20:00",
+    "2026-07-25T20:25:00",
+    "2026-07-25T20:30:00",
+    "2026-07-25T20:35:00",
+    "2026-07-25T20:40:00",
+    "2026-07-25T20:45:00",
+    "2026-07-25T20:50:00",
+    "2026-07-25T20:55:00",
+    "2026-07-25T21:00:00",
+    "2026-07-25T21:05:00",
+    "2026-07-25T21:10:00",
+    "2026-07-25T21:15:00",
+    "2026-07-25T21:20:00",
+    "2026-07-25T21:25:00",
+    "2026-07-25T21:30:00",
+    "2026-07-25T21:35:00",
+    "2026-07-25T21:40:00",
+    "2026-07-25T21:45:00",
+    "2026-07-25T21:50:00",
+    "2026-07-25T21:55:00",
+    "2026-07-25T22:00:00",
+    "2026-07-25T22:05:00",
+    "2026-07-25T22:10:00",
+    "2026-07-25T22:15:00",
+    "2026-07-25T22:20:00",
+    "2026-07-25T22:25:00",
+    "2026-07-25T22:30:00",
+    "2026-07-25T22:35:00",
+    "2026-07-25T22:40:00",
+    "2026-07-25T22:45:00",
+    "2026-07-25T22:50:00",
+    "2026-07-25T22:55:00",
+    "2026-07-25T23:00:00",
+    "2026-07-25T23:05:00"
+  ],
+  "context_start": "2026-07-25 13:10",
+  "context_end": "2026-07-25 23:05",
+  "data_fetched_at": "2026-07-27T08:31:22.372322Z",
+  "task_id": "future-8f0dd89c2daa53783fa6",
+  "issued_at": "2026-07-27T08:34:30.317021+00:00",
+  "status": "open",
+  "scored_models": [],
+  "metric_version": "livehouse-canonical-v1"
+}

results/prequential/tasks/future-9dc509284b7e840c9d67.json ADDED Viewed

	@@ -0,0 +1,595 @@

+{
+  "source_task_name": "task_data_gov_sg_singapore_rainfall_5min_data_gov_sg_rainfall_station_s213_rainfall_5min_total_20260727t052000z",
+  "dataset": "data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short",
+  "domain": "Climate",
+  "frequency": "5min",
+  "prediction_length": 36,
+  "context": [
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0,
+    0.0
+  ],
+  "context_timestamps": [
+    "2026-07-26T07:55:00",
+    "2026-07-26T08:00:00",
+    "2026-07-26T08:05:00",
+    "2026-07-26T08:10:00",
+    "2026-07-26T08:15:00",
+    "2026-07-26T08:20:00",
+    "2026-07-26T08:25:00",
+    "2026-07-26T08:30:00",
+    "2026-07-26T08:35:00",
+    "2026-07-26T08:40:00",
+    "2026-07-26T08:45:00",
+    "2026-07-26T08:50:00",
+    "2026-07-26T08:55:00",
+    "2026-07-26T09:00:00",
+    "2026-07-26T09:05:00",
+    "2026-07-26T09:10:00",
+    "2026-07-26T09:15:00",
+    "2026-07-26T09:20:00",
+    "2026-07-26T09:25:00",
+    "2026-07-26T09:30:00",
+    "2026-07-26T09:35:00",
+    "2026-07-26T09:40:00",
+    "2026-07-26T09:45:00",
+    "2026-07-26T09:50:00",
+    "2026-07-26T09:55:00",
+    "2026-07-26T10:00:00",
+    "2026-07-26T10:05:00",
+    "2026-07-26T10:10:00",
+    "2026-07-26T10:15:00",
+    "2026-07-26T10:20:00",
+    "2026-07-26T10:25:00",
+    "2026-07-26T10:30:00",
+    "2026-07-26T10:35:00",
+    "2026-07-26T10:40:00",
+    "2026-07-26T10:45:00",
+    "2026-07-26T10:50:00",
+    "2026-07-26T10:55:00",
+    "2026-07-26T11:00:00",
+    "2026-07-26T11:05:00",
+    "2026-07-26T11:10:00",
+    "2026-07-26T11:15:00",
+    "2026-07-26T11:20:00",
+    "2026-07-26T11:25:00",
+    "2026-07-26T11:30:00",
+    "2026-07-26T11:35:00",
+    "2026-07-26T11:40:00",
+    "2026-07-26T11:45:00",
+    "2026-07-26T11:50:00",
+    "2026-07-26T11:55:00",
+    "2026-07-26T12:00:00",
+    "2026-07-26T12:05:00",
+    "2026-07-26T12:10:00",
+    "2026-07-26T12:15:00",
+    "2026-07-26T12:20:00",
+    "2026-07-26T12:25:00",
+    "2026-07-26T12:30:00",
+    "2026-07-26T12:35:00",
+    "2026-07-26T12:40:00",
+    "2026-07-26T12:45:00",
+    "2026-07-26T12:50:00",
+    "2026-07-26T12:55:00",
+    "2026-07-26T13:00:00",
+    "2026-07-26T13:05:00",
+    "2026-07-26T13:10:00",
+    "2026-07-26T13:15:00",
+    "2026-07-26T13:20:00",
+    "2026-07-26T13:25:00",
+    "2026-07-26T13:30:00",
+    "2026-07-26T13:35:00",
+    "2026-07-26T13:40:00",
+    "2026-07-26T13:45:00",
+    "2026-07-26T13:50:00",
+    "2026-07-26T13:55:00",
+    "2026-07-26T14:00:00",
+    "2026-07-26T14:05:00",
+    "2026-07-26T14:10:00",
+    "2026-07-26T14:15:00",
+    "2026-07-26T14:20:00",
+    "2026-07-26T14:25:00",
+    "2026-07-26T14:30:00",
+    "2026-07-26T14:35:00",
+    "2026-07-26T14:40:00",
+    "2026-07-26T14:45:00",
+    "2026-07-26T14:50:00",
+    "2026-07-26T14:55:00",
+    "2026-07-26T15:00:00",
+    "2026-07-26T15:05:00",
+    "2026-07-26T15:10:00",
+    "2026-07-26T15:15:00",
+    "2026-07-26T15:20:00",
+    "2026-07-26T15:25:00",
+    "2026-07-26T15:30:00",
+    "2026-07-26T15:35:00",
+    "2026-07-26T15:40:00",
+    "2026-07-26T15:45:00",
+    "2026-07-26T15:50:00",
+    "2026-07-26T15:55:00",
+    "2026-07-26T16:00:00",
+    "2026-07-26T16:05:00",
+    "2026-07-26T16:10:00",
+    "2026-07-26T16:15:00",
+    "2026-07-26T16:20:00",
+    "2026-07-26T16:25:00",
+    "2026-07-26T16:30:00",
+    "2026-07-26T16:35:00",
+    "2026-07-26T16:40:00",
+    "2026-07-26T16:45:00",
+    "2026-07-26T16:50:00",
+    "2026-07-26T16:55:00",
+    "2026-07-26T17:00:00",
+    "2026-07-26T17:05:00",
+    "2026-07-26T17:10:00",
+    "2026-07-26T17:15:00",
+    "2026-07-26T17:20:00",
+    "2026-07-26T17:25:00",
+    "2026-07-26T17:30:00",
+    "2026-07-26T17:35:00",
+    "2026-07-26T17:40:00",
+    "2026-07-26T17:45:00",
+    "2026-07-26T17:50:00",
+    "2026-07-26T17:55:00",
+    "2026-07-26T18:00:00",
+    "2026-07-26T18:05:00",
+    "2026-07-26T18:10:00",
+    "2026-07-26T18:15:00",
+    "2026-07-26T18:20:00",
+    "2026-07-26T18:25:00",
+    "2026-07-26T18:30:00",
+    "2026-07-26T18:35:00",
+    "2026-07-26T18:40:00",
+    "2026-07-26T18:45:00",
+    "2026-07-26T18:50:00",
+    "2026-07-26T18:55:00",
+    "2026-07-26T19:00:00",
+    "2026-07-26T19:05:00",
+    "2026-07-26T19:10:00",
+    "2026-07-26T19:15:00",
+    "2026-07-26T19:20:00",
+    "2026-07-26T19:25:00",
+    "2026-07-26T19:30:00",
+    "2026-07-26T19:35:00",
+    "2026-07-26T19:40:00",
+    "2026-07-26T19:45:00",
+    "2026-07-26T19:50:00",
+    "2026-07-26T19:55:00",
+    "2026-07-26T20:00:00",
+    "2026-07-26T20:05:00",
+    "2026-07-26T20:10:00",
+    "2026-07-26T20:15:00",
+    "2026-07-26T20:20:00",
+    "2026-07-26T20:25:00",
+    "2026-07-26T20:30:00",
+    "2026-07-26T20:35:00",
+    "2026-07-26T20:40:00",
+    "2026-07-26T20:45:00",
+    "2026-07-26T20:50:00",
+    "2026-07-26T20:55:00",
+    "2026-07-26T21:00:00",
+    "2026-07-26T21:05:00",
+    "2026-07-26T21:10:00",
+    "2026-07-26T21:15:00",
+    "2026-07-26T21:20:00",
+    "2026-07-26T21:25:00",
+    "2026-07-26T21:30:00",
+    "2026-07-26T21:35:00",
+    "2026-07-26T21:40:00",
+    "2026-07-26T21:45:00",
+    "2026-07-26T21:50:00",
+    "2026-07-26T21:55:00",
+    "2026-07-26T22:00:00",
+    "2026-07-26T22:05:00",
+    "2026-07-26T22:10:00",
+    "2026-07-26T22:15:00",
+    "2026-07-26T22:20:00",
+    "2026-07-26T22:25:00",
+    "2026-07-26T22:30:00",
+    "2026-07-26T22:35:00",
+    "2026-07-26T22:40:00",
+    "2026-07-26T22:45:00",
+    "2026-07-26T22:50:00",
+    "2026-07-26T22:55:00",
+    "2026-07-26T23:00:00",
+    "2026-07-26T23:05:00",
+    "2026-07-26T23:10:00",
+    "2026-07-26T23:15:00",
+    "2026-07-26T23:20:00",
+    "2026-07-26T23:25:00",
+    "2026-07-26T23:30:00",
+    "2026-07-26T23:35:00",
+    "2026-07-26T23:40:00",
+    "2026-07-26T23:45:00",
+    "2026-07-26T23:50:00",
+    "2026-07-26T23:55:00",
+    "2026-07-27T00:00:00",
+    "2026-07-27T00:05:00",
+    "2026-07-27T00:10:00",
+    "2026-07-27T00:15:00",
+    "2026-07-27T00:20:00",
+    "2026-07-27T00:25:00",
+    "2026-07-27T00:30:00",
+    "2026-07-27T00:35:00",
+    "2026-07-27T00:40:00",
+    "2026-07-27T00:45:00",
+    "2026-07-27T00:50:00",
+    "2026-07-27T00:55:00",
+    "2026-07-27T01:00:00",
+    "2026-07-27T01:05:00",
+    "2026-07-27T01:10:00",
+    "2026-07-27T01:15:00",
+    "2026-07-27T01:20:00",
+    "2026-07-27T01:25:00",
+    "2026-07-27T01:30:00",
+    "2026-07-27T01:35:00",
+    "2026-07-27T01:40:00",
+    "2026-07-27T01:45:00",
+    "2026-07-27T01:50:00",
+    "2026-07-27T01:55:00",
+    "2026-07-27T02:00:00",
+    "2026-07-27T02:05:00",
+    "2026-07-27T02:10:00",
+    "2026-07-27T02:15:00",
+    "2026-07-27T02:20:00",
+    "2026-07-27T02:25:00",
+    "2026-07-27T02:30:00",
+    "2026-07-27T02:35:00",
+    "2026-07-27T02:40:00",
+    "2026-07-27T02:45:00",
+    "2026-07-27T02:50:00",
+    "2026-07-27T02:55:00",
+    "2026-07-27T03:00:00",
+    "2026-07-27T03:05:00",
+    "2026-07-27T03:10:00",
+    "2026-07-27T03:15:00",
+    "2026-07-27T03:20:00",
+    "2026-07-27T03:25:00",
+    "2026-07-27T03:30:00",
+    "2026-07-27T03:35:00",
+    "2026-07-27T03:40:00",
+    "2026-07-27T03:45:00",
+    "2026-07-27T03:50:00",
+    "2026-07-27T03:55:00",
+    "2026-07-27T04:00:00",
+    "2026-07-27T04:05:00",
+    "2026-07-27T04:10:00",
+    "2026-07-27T04:15:00",
+    "2026-07-27T04:20:00",
+    "2026-07-27T04:25:00",
+    "2026-07-27T04:30:00",
+    "2026-07-27T04:35:00",
+    "2026-07-27T04:40:00",
+    "2026-07-27T04:45:00",
+    "2026-07-27T04:50:00",
+    "2026-07-27T04:55:00",
+    "2026-07-27T05:00:00",
+    "2026-07-27T05:05:00",
+    "2026-07-27T05:10:00",
+    "2026-07-27T05:15:00",
+    "2026-07-27T05:20:00",
+    "2026-07-27T05:25:00",
+    "2026-07-27T05:30:00",
+    "2026-07-27T05:35:00",
+    "2026-07-27T05:40:00",
+    "2026-07-27T05:45:00",
+    "2026-07-27T05:50:00",
+    "2026-07-27T05:55:00",
+    "2026-07-27T06:00:00",
+    "2026-07-27T06:05:00",
+    "2026-07-27T06:10:00",
+    "2026-07-27T06:15:00",
+    "2026-07-27T06:20:00",
+    "2026-07-27T06:25:00",
+    "2026-07-27T06:30:00",
+    "2026-07-27T06:35:00",
+    "2026-07-27T06:40:00",
+    "2026-07-27T06:45:00",
+    "2026-07-27T06:50:00",
+    "2026-07-27T06:55:00",
+    "2026-07-27T07:00:00",
+    "2026-07-27T07:05:00",
+    "2026-07-27T07:10:00",
+    "2026-07-27T07:15:00",
+    "2026-07-27T07:20:00",
+    "2026-07-27T07:25:00",
+    "2026-07-27T07:30:00",
+    "2026-07-27T07:35:00",
+    "2026-07-27T07:40:00",
+    "2026-07-27T07:45:00",
+    "2026-07-27T07:50:00"
+  ],
+  "context_start": "2026-07-26 07:55",
+  "context_end": "2026-07-27 07:50",
+  "data_fetched_at": "2026-07-27T08:31:22.372322Z",
+  "task_id": "future-9dc509284b7e840c9d67",
+  "issued_at": "2026-07-27T08:32:01.706660+00:00",
+  "status": "open",
+  "scored_models": [],
+  "metric_version": "livehouse-canonical-v1"
+}

results/prequential/tasks/future-f42f5f3c2ea702bea052.json CHANGED Viewed

@@ -589,7 +589,23 @@
   "data_fetched_at": "2026-07-27T01:47:20.351028Z",
   "task_id": "future-f42f5f3c2ea702bea052",
   "issued_at": "2026-07-27T01:48:00.972373+00:00",
-  "status": "open",
-  "scored_models": [],
-  "metric_version": "livehouse-canonical-v1"
 }

   "data_fetched_at": "2026-07-27T01:47:20.351028Z",
   "task_id": "future-f42f5f3c2ea702bea052",
   "issued_at": "2026-07-27T01:48:00.972373+00:00",
+  "status": "resolved",
+  "scored_models": [
+    "ARIMA",
+    "Chronos-2",
+    "Chronos-Bolt",
+    "ETS",
+    "Moirai-2.0",
+    "Moving-Average",
+    "Seasonal-Naive",
+    "Sundial",
+    "TabPFN-TS",
+    "TiRex",
+    "TimesFM-2.5",
+    "Toto-1.0"
+  ],
+  "metric_version": "livehouse-canonical-v1",
+  "resolved_at": "2026-07-27T08:32:01.319330+00:00",
+  "target_start": "2026-07-27T01:40:00",
+  "target_end": "2026-07-27T04:35:00"
 }

results/seasonal_naive/online_meta.json CHANGED Viewed

@@ -4,15 +4,24 @@
     "admitted_at": "2026-06-01T00:00:00Z",
     "evaluation_protocol": "issue-now-score-later",
     "metric_version": "livehouse-canonical-v1",
-    "evaluated_at": "2026-07-27T07:03:48.553860+00:00",
     "resolved_tasks": [
         {
-            "dataset": "open_meteo_shanghai_hourly_temperature_2m/1h/short",
-            "task_id": "future-6d48a5aac4ec3cccc538",
-            "issued_at": "2026-07-26T06:38:23.734740+00:00",
-            "resolved_at": "2026-07-27T07:01:00.002656+00:00",
-            "target_end": "2026-07-27T06:00:00+00:00",
-            "prediction_length": 24,
             "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": "2026-07-27T08:35:24.013992+00:00",
     "resolved_tasks": [
         {
+            "dataset": "data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short",
+            "task_id": "future-0fbad1f57007f37b49fb",
+            "issued_at": "2026-07-27T06:48:00.790180+00:00",
+            "resolved_at": "2026-07-27T08:32:00.594606+00:00",
+            "target_end": "2026-07-25T22:40:00+00:00",
+            "prediction_length": 12,
+            "metric_version": "livehouse-canonical-v1"
+        },
+        {
+            "dataset": "data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short",
+            "task_id": "future-f42f5f3c2ea702bea052",
+            "issued_at": "2026-07-27T01:48:00.972373+00:00",
+            "resolved_at": "2026-07-27T08:32:01.108337+00:00",
+            "target_end": "2026-07-27T04:35:00+00:00",
+            "prediction_length": 36,
             "metric_version": "livehouse-canonical-v1"
         }
     ]

results/sundial/all_results.csv CHANGED Viewed

@@ -2,8 +2,8 @@ dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[0.5]
 binance_btcusdt_1h_close/1h/short,Sundial,0.10473457323496249,0.11476492390289855,nan,nan,0.0027136884183524257,nan,nan,0.32362721337205635,nan,nan,0.2123141761986193,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,Sundial,2.8441660902956243,2.843487024785437,nan,nan,0.015264503024766838,nan,nan,1.6864655615504351,nan,nan,1.3267261152393919,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,0.012115375319300523,0.0009014817528386752,nan,nan,nan,nan,nan,0.11006986562770267,nan,nan,0.022965873805929602,Climate,1,36
-data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Sundial,4.0567913947880086e-16,5.053235131369641e-16,nan,nan,nan,nan,nan,2.0141478085751324e-08,nan,nan,1.987035718351735e-08,Transportation,1,12
 nasa_power_shanghai_hourly_T2M/1h/short,Sundial,0.08695338508506821,0.08353722033822863,nan,nan,0.016796435774787625,nan,nan,0.294878593806109,nan,nan,0.1770426087971502,Weather,1,24
 noaa_coops_sf_water_level_water_level/6min/short,Sundial,0.643928769639222,0.6319921669771239,nan,nan,0.2272527477540299,nan,nan,0.8024517241798549,nan,nan,0.5869341679405086,Ocean,1,60
 noaa_ndbc_46013_realtime_wave_height/10min/short,Sundial,0.9437676842040763,1.008488858597588,nan,nan,0.09451148129927175,nan,nan,0.9714770631384337,nan,nan,0.7021039878047753,Ocean,1,72

 binance_btcusdt_1h_close/1h/short,Sundial,0.10473457323496249,0.11476492390289855,nan,nan,0.0027136884183524257,nan,nan,0.32362721337205635,nan,nan,0.2123141761986193,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,Sundial,2.8441660902956243,2.843487024785437,nan,nan,0.015264503024766838,nan,nan,1.6864655615504351,nan,nan,1.3267261152393919,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,0.002358375788148293,0.0002694235122434657,nan,nan,nan,nan,nan,0.04856311139278756,nan,nan,0.011695251725525484,Climate,1,36
+data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Sundial,4.549672274836144e-16,5.523186287859152e-16,nan,nan,nan,nan,nan,2.1329960794235286e-08,nan,nan,2.0767769360186398e-08,Transportation,1,12
 nasa_power_shanghai_hourly_T2M/1h/short,Sundial,0.08695338508506821,0.08353722033822863,nan,nan,0.016796435774787625,nan,nan,0.294878593806109,nan,nan,0.1770426087971502,Weather,1,24
 noaa_coops_sf_water_level_water_level/6min/short,Sundial,0.643928769639222,0.6319921669771239,nan,nan,0.2272527477540299,nan,nan,0.8024517241798549,nan,nan,0.5869341679405086,Ocean,1,60
 noaa_ndbc_46013_realtime_wave_height/10min/short,Sundial,0.9437676842040763,1.008488858597588,nan,nan,0.09451148129927175,nan,nan,0.9714770631384337,nan,nan,0.7021039878047753,Ocean,1,72

results/sundial/online_meta.json CHANGED Viewed

@@ -4,15 +4,24 @@
     "admitted_at": "2026-06-01T00:00:00Z",
     "evaluation_protocol": "issue-now-score-later",
     "metric_version": "livehouse-canonical-v1",
-    "evaluated_at": "2026-07-27T07:03:48.544111+00:00",
     "resolved_tasks": [
         {
-            "dataset": "open_meteo_shanghai_hourly_temperature_2m/1h/short",
-            "task_id": "future-6d48a5aac4ec3cccc538",
-            "issued_at": "2026-07-26T06:38:23.734740+00:00",
-            "resolved_at": "2026-07-27T07:01:00.042348+00:00",
-            "target_end": "2026-07-27T06:00:00+00:00",
-            "prediction_length": 24,
             "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": "2026-07-27T08:35:23.965396+00:00",
     "resolved_tasks": [
         {
+            "dataset": "data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short",
+            "task_id": "future-0fbad1f57007f37b49fb",
+            "issued_at": "2026-07-27T06:48:00.790180+00:00",
+            "resolved_at": "2026-07-27T08:32:00.648400+00:00",
+            "target_end": "2026-07-25T22:40:00+00:00",
+            "prediction_length": 12,
+            "metric_version": "livehouse-canonical-v1"
+        },
+        {
+            "dataset": "data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short",
+            "task_id": "future-f42f5f3c2ea702bea052",
+            "issued_at": "2026-07-27T01:48:00.972373+00:00",
+            "resolved_at": "2026-07-27T08:32:01.147295+00:00",
+            "target_end": "2026-07-27T04:35:00+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,1.6740136547343187,1.6740136547343187,nan,nan,0.011933554487200813,nan,nan,1.293836796019621,nan,nan,1.166515310353448,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,2.025164206322547e-05,2.025164206322547e-05,nan,nan,nan,nan,nan,0.00450018244777092,nan,nan,0.0013062218103183758,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

 coingecko_bitcoin_7d_price_usd/1h/short,TabPFN-TS,1.6740136547343187,1.6740136547343187,nan,nan,0.011933554487200813,nan,nan,1.293836796019621,nan,nan,1.166515310353448,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,9.776547905882346e-07,9.776547905882346e-07,nan,nan,nan,nan,nan,0.0009887642745307066,nan,nan,0.000974482694513341,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

results/tabpfn_ts/online_meta.json CHANGED Viewed

@@ -4,15 +4,24 @@
     "admitted_at": "2026-06-01T00:00:00Z",
     "evaluation_protocol": "issue-now-score-later",
     "metric_version": "livehouse-canonical-v1",
-    "evaluated_at": "2026-07-27T07:03:48.541905+00:00",
     "resolved_tasks": [
         {
-            "dataset": "open_meteo_shanghai_hourly_temperature_2m/1h/short",
-            "task_id": "future-6d48a5aac4ec3cccc538",
-            "issued_at": "2026-07-26T06:38:23.734740+00:00",
-            "resolved_at": "2026-07-27T07:01:00.107606+00:00",
-            "target_end": "2026-07-27T06:00:00+00:00",
-            "prediction_length": 24,
             "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": "2026-07-27T08:35:23.950264+00:00",
     "resolved_tasks": [
         {
+            "dataset": "data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short",
+            "task_id": "future-0fbad1f57007f37b49fb",
+            "issued_at": "2026-07-27T06:48:00.790180+00:00",
+            "resolved_at": "2026-07-27T08:32:00.680854+00:00",
+            "target_end": "2026-07-25T22:40:00+00:00",
+            "prediction_length": 12,
+            "metric_version": "livehouse-canonical-v1"
+        },
+        {
+            "dataset": "data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short",
+            "task_id": "future-f42f5f3c2ea702bea052",
+            "issued_at": "2026-07-27T01:48:00.972373+00:00",
+            "resolved_at": "2026-07-27T08:32:01.177996+00:00",
+            "target_end": "2026-07-27T04:35:00+00:00",
+            "prediction_length": 36,
             "metric_version": "livehouse-canonical-v1"
         }
     ]

results/timesfm_2_5/all_results.csv CHANGED Viewed

@@ -2,7 +2,7 @@ dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[0.5]
 binance_btcusdt_1h_close/1h/short,TimesFM-2.5,0.18471364393609205,0.2511561167570871,nan,nan,0.003988779263392523,nan,nan,0.42978325227501835,nan,nan,0.26875152458008783,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,TimesFM-2.5,2.224373829174787,1.7006943045362455,nan,nan,0.012061613174095603,nan,nan,1.4914334813107781,nan,nan,1.340259097269519,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-2.5,3.829296331845942e-08,0.0,nan,nan,nan,nan,nan,0.00019568587920046614,nan,nan,0.00381992357209243,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-2.5,0.07349968636756156,0.12715800629866036,nan,nan,0.017422859563450927,nan,nan,0.2711082558085636,nan,nan,0.19379553509865552,Weather,1,24
 noaa_coops_sf_water_level_water_level/6min/short,TimesFM-2.5,0.2259548334298936,0.3100516029065637,nan,nan,0.16057269683357278,nan,nan,0.47534706628935197,nan,nan,0.34149019413841475,Ocean,1,60

 binance_btcusdt_1h_close/1h/short,TimesFM-2.5,0.18471364393609205,0.2511561167570871,nan,nan,0.003988779263392523,nan,nan,0.42978325227501835,nan,nan,0.26875152458008783,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,TimesFM-2.5,2.224373829174787,1.7006943045362455,nan,nan,0.012061613174095603,nan,nan,1.4914334813107781,nan,nan,1.340259097269519,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-2.5,1.3731106967535329e-06,4.1928092039509813e-07,nan,nan,nan,nan,nan,0.0011717980614225016,nan,nan,0.003551588315901003,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-2.5,0.07349968636756156,0.12715800629866036,nan,nan,0.017422859563450927,nan,nan,0.2711082558085636,nan,nan,0.19379553509865552,Weather,1,24
 noaa_coops_sf_water_level_water_level/6min/short,TimesFM-2.5,0.2259548334298936,0.3100516029065637,nan,nan,0.16057269683357278,nan,nan,0.47534706628935197,nan,nan,0.34149019413841475,Ocean,1,60

results/timesfm_2_5/online_meta.json CHANGED Viewed

@@ -4,15 +4,24 @@
     "admitted_at": "2026-06-01T00:00:00Z",
     "evaluation_protocol": "issue-now-score-later",
     "metric_version": "livehouse-canonical-v1",
-    "evaluated_at": "2026-07-27T07:03:48.534179+00:00",
     "resolved_tasks": [
         {
-            "dataset": "open_meteo_shanghai_hourly_temperature_2m/1h/short",
-            "task_id": "future-6d48a5aac4ec3cccc538",
-            "issued_at": "2026-07-26T06:38:23.734740+00:00",
-            "resolved_at": "2026-07-27T07:01:00.133676+00:00",
-            "target_end": "2026-07-27T06:00:00+00:00",
-            "prediction_length": 24,
             "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": "2026-07-27T08:35:23.925707+00:00",
     "resolved_tasks": [
         {
+            "dataset": "data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short",
+            "task_id": "future-0fbad1f57007f37b49fb",
+            "issued_at": "2026-07-27T06:48:00.790180+00:00",
+            "resolved_at": "2026-07-27T08:32:00.722722+00:00",
+            "target_end": "2026-07-25T22:40:00+00:00",
+            "prediction_length": 12,
+            "metric_version": "livehouse-canonical-v1"
+        },
+        {
+            "dataset": "data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short",
+            "task_id": "future-f42f5f3c2ea702bea052",
+            "issued_at": "2026-07-27T01:48:00.972373+00:00",
+            "resolved_at": "2026-07-27T08:32:01.215484+00:00",
+            "target_end": "2026-07-27T04:35:00+00:00",
+            "prediction_length": 36,
             "metric_version": "livehouse-canonical-v1"
         }
     ]

results/tirex/all_results.csv CHANGED Viewed

@@ -2,7 +2,7 @@ dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[0.5]
 binance_btcusdt_1h_close/1h/short,TiRex,0.11273598682480811,0.11273598682480811,nan,nan,0.0026801144532665987,nan,nan,0.3357618007230842,nan,nan,0.2445713430598476,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,TiRex,1.4518067071001528,1.4518067071001528,nan,nan,0.011135121256477578,nan,nan,1.2049094186287004,nan,nan,0.6944435209050419,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,4.326861822479432e-07,4.326861822479432e-07,nan,nan,nan,nan,nan,0.0006577888584097052,nan,nan,0.0011227800392373559,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,0.06009403988074712,0.06009403988074712,nan,nan,0.013170625412462368,nan,nan,0.24514085722446824,nan,nan,0.18971512656111955,Weather,1,24
 noaa_coops_sf_water_level_water_level/6min/short,TiRex,0.7420072340756677,0.7420072340756677,nan,nan,0.2633349945320769,nan,nan,0.8613984177345972,nan,nan,0.6051120134761322,Ocean,1,60

 binance_btcusdt_1h_close/1h/short,TiRex,0.11273598682480811,0.11273598682480811,nan,nan,0.0026801144532665987,nan,nan,0.3357618007230842,nan,nan,0.2445713430598476,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,TiRex,1.4518067071001528,1.4518067071001528,nan,nan,0.011135121256477578,nan,nan,1.2049094186287004,nan,nan,0.6944435209050419,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,2.7758158710277846e-07,2.7758158710277846e-07,nan,nan,nan,nan,nan,0.000526860121002509,nan,nan,0.0004428110867701004,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,0.06009403988074712,0.06009403988074712,nan,nan,0.013170625412462368,nan,nan,0.24514085722446824,nan,nan,0.18971512656111955,Weather,1,24
 noaa_coops_sf_water_level_water_level/6min/short,TiRex,0.7420072340756677,0.7420072340756677,nan,nan,0.2633349945320769,nan,nan,0.8613984177345972,nan,nan,0.6051120134761322,Ocean,1,60

results/tirex/online_meta.json CHANGED Viewed

@@ -4,15 +4,24 @@
     "admitted_at": "2026-06-01T00:00:00Z",
     "evaluation_protocol": "issue-now-score-later",
     "metric_version": "livehouse-canonical-v1",
-    "evaluated_at": "2026-07-27T07:03:48.532735+00:00",
     "resolved_tasks": [
         {
-            "dataset": "open_meteo_shanghai_hourly_temperature_2m/1h/short",
-            "task_id": "future-6d48a5aac4ec3cccc538",
-            "issued_at": "2026-07-26T06:38:23.734740+00:00",
-            "resolved_at": "2026-07-27T07:01:00.172457+00:00",
-            "target_end": "2026-07-27T06:00:00+00:00",
-            "prediction_length": 24,
             "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": "2026-07-27T08:35:23.914599+00:00",
     "resolved_tasks": [
         {
+            "dataset": "data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short",
+            "task_id": "future-0fbad1f57007f37b49fb",
+            "issued_at": "2026-07-27T06:48:00.790180+00:00",
+            "resolved_at": "2026-07-27T08:32:00.760773+00:00",
+            "target_end": "2026-07-25T22:40:00+00:00",
+            "prediction_length": 12,
+            "metric_version": "livehouse-canonical-v1"
+        },
+        {
+            "dataset": "data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short",
+            "task_id": "future-f42f5f3c2ea702bea052",
+            "issued_at": "2026-07-27T01:48:00.972373+00:00",
+            "resolved_at": "2026-07-27T08:32:01.260800+00:00",
+            "target_end": "2026-07-27T04:35:00+00:00",
+            "prediction_length": 36,
             "metric_version": "livehouse-canonical-v1"
         }
     ]

results/toto_1_0/all_results.csv CHANGED Viewed

@@ -2,8 +2,8 @@ dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[0.5]
 binance_btcusdt_1h_close/1h/short,Toto-1.0,0.2726949967761062,0.25278511496574274,nan,nan,0.004036603974478904,nan,nan,0.5222020650821922,nan,nan,0.3471267163950083,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,Toto-1.0,3.6645792269334403,3.8334701114198935,nan,nan,0.018154881072786195,nan,nan,1.9143090729904197,nan,nan,1.3158562118322297,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-1.0,0.09362552695049339,1.1340261489893722e-07,nan,nan,nan,nan,nan,0.3059828866954709,nan,nan,0.0010167874999897778,Climate,1,36
-data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Toto-1.0,1.6154206253338284,7.56959691512105e-09,nan,nan,nan,nan,nan,1.2709919847638018,nan,nan,0.00027921658048500023,Transportation,1,12
 nasa_power_shanghai_hourly_T2M/1h/short,Toto-1.0,0.3781601546771693,0.064105101809067,nan,nan,0.014643988879747117,nan,nan,0.614947277965493,nan,nan,0.19193844973139762,Weather,1,24
 noaa_coops_sf_water_level_water_level/6min/short,Toto-1.0,0.6981253128988143,0.6841600393071283,nan,nan,0.2575339644461515,nan,nan,0.8355389355971475,nan,nan,0.598566697127451,Ocean,1,60
 noaa_ndbc_46013_realtime_wave_height/10min/short,Toto-1.0,9.636232627812483,0.5254104186787759,nan,nan,0.06892947365847989,nan,nan,3.104228185525749,nan,nan,0.7304308435297772,Ocean,1,72

 binance_btcusdt_1h_close/1h/short,Toto-1.0,0.2726949967761062,0.25278511496574274,nan,nan,0.004036603974478904,nan,nan,0.5222020650821922,nan,nan,0.3471267163950083,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,Toto-1.0,3.6645792269334403,3.8334701114198935,nan,nan,0.018154881072786195,nan,nan,1.9143090729904197,nan,nan,1.3158562118322297,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-1.0,0.012840454368657432,1.324696472462531e-06,nan,nan,nan,nan,nan,0.11331572869049306,nan,nan,0.0013640951207517992,Climate,1,36
+data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Toto-1.0,3.096686369417245e-09,8.317120613529624e-09,nan,nan,nan,nan,nan,5.564787839097952e-05,nan,nan,0.00027683857946680354,Transportation,1,12
 nasa_power_shanghai_hourly_T2M/1h/short,Toto-1.0,0.3781601546771693,0.064105101809067,nan,nan,0.014643988879747117,nan,nan,0.614947277965493,nan,nan,0.19193844973139762,Weather,1,24
 noaa_coops_sf_water_level_water_level/6min/short,Toto-1.0,0.6981253128988143,0.6841600393071283,nan,nan,0.2575339644461515,nan,nan,0.8355389355971475,nan,nan,0.598566697127451,Ocean,1,60
 noaa_ndbc_46013_realtime_wave_height/10min/short,Toto-1.0,9.636232627812483,0.5254104186787759,nan,nan,0.06892947365847989,nan,nan,3.104228185525749,nan,nan,0.7304308435297772,Ocean,1,72

results/toto_1_0/online_meta.json CHANGED Viewed

@@ -4,15 +4,24 @@
     "admitted_at": "2026-06-01T00:00:00Z",
     "evaluation_protocol": "issue-now-score-later",
     "metric_version": "livehouse-canonical-v1",
-    "evaluated_at": "2026-07-27T07:03:48.535602+00:00",
     "resolved_tasks": [
         {
-            "dataset": "open_meteo_shanghai_hourly_temperature_2m/1h/short",
-            "task_id": "future-6d48a5aac4ec3cccc538",
-            "issued_at": "2026-07-26T06:38:23.734740+00:00",
-            "resolved_at": "2026-07-27T07:01:00.194069+00:00",
-            "target_end": "2026-07-27T06:00:00+00:00",
-            "prediction_length": 24,
             "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": "2026-07-27T08:35:23.928521+00:00",
     "resolved_tasks": [
         {
+            "dataset": "data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short",
+            "task_id": "future-0fbad1f57007f37b49fb",
+            "issued_at": "2026-07-27T06:48:00.790180+00:00",
+            "resolved_at": "2026-07-27T08:32:00.792632+00:00",
+            "target_end": "2026-07-25T22:40:00+00:00",
+            "prediction_length": 12,
+            "metric_version": "livehouse-canonical-v1"
+        },
+        {
+            "dataset": "data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short",
+            "task_id": "future-f42f5f3c2ea702bea052",
+            "issued_at": "2026-07-27T01:48:00.972373+00:00",
+            "resolved_at": "2026-07-27T08:32:01.292323+00:00",
+            "target_end": "2026-07-27T04:35:00+00:00",
+            "prediction_length": 36,
             "metric_version": "livehouse-canonical-v1"
         }
     ]