ziyuzhou02 commited on
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c2de5e0
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1 Parent(s): adc6687

Update leaderboard results from local eval

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Files changed (33) hide show
  1. results/baseline_rank_history_daily.csv +1 -1
  2. results/baseline_rank_history_weekly.csv +1 -1
  3. results/chronos_2/all_results.csv +4 -4
  4. results/chronos_2/forecasts/noaa_ndbc_46013_realtime_wave_height__10min__short.json +1 -1
  5. results/chronos_2/forecasts/nws_ksfo_observations_temperature__1h__short.json +80 -80
  6. results/chronos_2/forecasts/open_meteo_shanghai_air_quality_hourly_pm2_5__1h__short.json +1 -1
  7. results/chronos_2/forecasts/open_meteo_shanghai_hourly_temperature_2m__1h__short.json +1 -1
  8. results/chronos_2/forecasts/usgs_earthquake_all_week_hourly_earthquake_count__1h__short.json +2 -2
  9. results/chronos_2/forecasts/usgs_potomac_iv_usgs_00060__15min__short.json +1 -1
  10. results/chronos_2/online_meta.json +12 -12
  11. results/moirai_1_1_small/all_results.csv +9 -9
  12. results/moirai_1_1_small/forecasts/binance_btcusdt_1h_close__1h__short.json +74 -74
  13. results/moirai_1_1_small/forecasts/nasa_power_shanghai_hourly_T2M__1h__short.json +73 -73
  14. results/moirai_1_1_small/forecasts/noaa_coops_sf_water_level_water_level__6min__short.json +79 -79
  15. results/moirai_1_1_small/forecasts/noaa_ndbc_46013_realtime_wave_height__10min__short.json +73 -73
  16. results/moirai_1_1_small/forecasts/nws_ksfo_observations_temperature__1h__short.json +80 -80
  17. results/moirai_1_1_small/forecasts/open_meteo_shanghai_air_quality_hourly_pm2_5__1h__short.json +73 -73
  18. results/moirai_1_1_small/forecasts/open_meteo_shanghai_hourly_temperature_2m__1h__short.json +73 -73
  19. results/moirai_1_1_small/forecasts/usgs_earthquake_all_week_hourly_earthquake_count__1h__short.json +74 -74
  20. results/moirai_1_1_small/forecasts/usgs_potomac_iv_usgs_00060__15min__short.json +73 -73
  21. results/moirai_1_1_small/online_meta.json +12 -12
  22. results/online_status.json +75 -77
  23. results/timesfm_2_5/all_results.csv +4 -4
  24. results/timesfm_2_5/forecasts/binance_btcusdt_1h_close__1h__short.json +2 -2
  25. results/timesfm_2_5/forecasts/nasa_power_shanghai_hourly_T2M__1h__short.json +1 -1
  26. results/timesfm_2_5/forecasts/noaa_coops_sf_water_level_water_level__6min__short.json +79 -79
  27. results/timesfm_2_5/forecasts/noaa_ndbc_46013_realtime_wave_height__10min__short.json +1 -1
  28. results/timesfm_2_5/forecasts/nws_ksfo_observations_temperature__1h__short.json +80 -80
  29. results/timesfm_2_5/forecasts/open_meteo_shanghai_air_quality_hourly_pm2_5__1h__short.json +1 -1
  30. results/timesfm_2_5/forecasts/open_meteo_shanghai_hourly_temperature_2m__1h__short.json +1 -1
  31. results/timesfm_2_5/forecasts/usgs_earthquake_all_week_hourly_earthquake_count__1h__short.json +2 -2
  32. results/timesfm_2_5/forecasts/usgs_potomac_iv_usgs_00060__15min__short.json +1 -1
  33. results/timesfm_2_5/online_meta.json +12 -12
results/baseline_rank_history_daily.csv CHANGED
@@ -1,3 +1,3 @@
1
  date,model,MASE_Rank,CRPS_Rank,MAE_Rank,RMSE_Rank,sMAPE_Rank,MSIS_Rank,ND_Rank,NRMSE_Rank,MAPE_Rank
2
  2026-06-08,Chronos-Bolt-Mini,2.909,2.636,2.909,2.636,3.091,2.909,2.909,2.636,3.545
3
- 2026-06-09,Chronos-Bolt-Mini,3.000,2.636,3.000,2.818,3.000,2.909,3.000,2.818,3.273
 
1
  date,model,MASE_Rank,CRPS_Rank,MAE_Rank,RMSE_Rank,sMAPE_Rank,MSIS_Rank,ND_Rank,NRMSE_Rank,MAPE_Rank
2
  2026-06-08,Chronos-Bolt-Mini,2.909,2.636,2.909,2.636,3.091,2.909,2.909,2.636,3.545
3
+ 2026-06-09,Chronos-Bolt-Mini,2.818,2.636,2.818,2.455,2.818,2.909,2.818,2.455,3.091
results/baseline_rank_history_weekly.csv CHANGED
@@ -1,2 +1,2 @@
1
  week,model,MASE_Rank,CRPS_Rank,MAE_Rank,RMSE_Rank,sMAPE_Rank,MSIS_Rank,ND_Rank,NRMSE_Rank,MAPE_Rank
2
- 2026-W24,Chronos-Bolt-Mini,2.954,2.636,2.954,2.727,3.046,2.909,2.954,2.727,3.409
 
1
  week,model,MASE_Rank,CRPS_Rank,MAE_Rank,RMSE_Rank,sMAPE_Rank,MSIS_Rank,ND_Rank,NRMSE_Rank,MAPE_Rank
2
+ 2026-W24,Chronos-Bolt-Mini,2.864,2.636,2.864,2.546,2.955,2.909,2.864,2.546,3.318
results/chronos_2/all_results.csv CHANGED
@@ -1,12 +1,12 @@
1
  dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[0.5],eval_metrics/MASE[0.5],eval_metrics/MAPE[0.5],eval_metrics/sMAPE[0.5],eval_metrics/MSIS,eval_metrics/RMSE[mean],eval_metrics/NRMSE[mean],eval_metrics/ND[0.5],eval_metrics/mean_weighted_sum_quantile_loss,domain,num_variates
2
- binance_btcusdt_1h_close/1h/short,Chronos-2,186788.16213035583,186788.16213035583,374.8465169270833,0.24921216422476775,0.005915109999645361,0.005924654380396911,1.873114831843484,432.1899607005649,0.006827360698281532,0.005921498901564714,0.007680342926240671,Finance,1
3
  coingecko_bitcoin_7d_price_usd/1h/short,Chronos-2,2087165.4253826141,2087165.4253826141,1356.8230794270833,0.8759009790884592,0.02169791786661078,0.021434290250166344,5.2661375599111695,1444.7025387195158,0.02307804266108303,0.021674234017968703,0.014688128656848824,Finance,1
4
  nasa_power_shanghai_hourly_T2M/1h/short,Chronos-2,5.4739446134857035,5.4739446134857035,2.117658774058024,1.8751401799602931,0.09126392491348682,0.08635019586563093,24.831850572140656,2.3396462581949655,0.09965129577446145,0.09019630215631275,0.061162952669120134,Weather,1
5
- noaa_coops_sf_water_level_water_level/6min/short,Chronos-2,0.00396205469467148,0.00396205469467148,0.05679371953010559,0.10940278584051939,0.03506688379668703,0.03435369979502783,0.41391349555977675,0.06294485439391753,0.039796536930685945,0.03590751584817826,0.025358152532154433,Ocean,1
6
  noaa_ndbc_46013_realtime_wave_height/10min/short,Chronos-2,0.18581572577276204,0.18581572577276204,0.38916604220867157,1.0494365632962241,0.3110633001084211,0.2599209097362251,3.904264850477791,0.43106348230018515,0.31445362598576526,0.2838901417258689,0.16897407805131387,Ocean,1
7
- nws_ksfo_observations_temperature/1h/short,Chronos-2,0.1681930023504492,0.1681930023504492,0.27189966042836505,0.3204054998321158,0.017013498566384684,0.016704231180231434,1.470366076089914,0.4101134018176548,0.025652127522771417,0.01700701496657701,0.01366355520468251,Weather,1
8
  open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Chronos-2,80.01588388705325,80.01588388705325,7.54168701171875,0.5274932158118898,0.22195138830628217,0.25294345082029773,2.168070567296158,8.94515980220886,0.2912942133690809,0.2455908931902985,0.2153227695814179,Air Quality,1
9
  open_meteo_shanghai_hourly_temperature_2m/1h/short,Chronos-2,1.6419429392506875,1.6419429392506875,1.1277716159820557,0.7770293608347858,0.054279610424736426,0.052491295483525026,4.7937263479608925,1.2813832132702097,0.06229126262526563,0.05482381631422584,0.04606598684853338,Weather,1
10
- usgs_earthquake_all_week_hourly_earthquake_count/1h/short,Chronos-2,31.982052062442524,31.982052062442524,4.438469767570496,1.0687953955353702,0.41199665300595845,0.3531109275342324,12.544386677120043,5.655267638444933,0.4202056449618526,0.329793419262204,0.2758732952856714,Hazards,1
11
  usgs_potomac_iv_usgs_00060/15min/short,Chronos-2,1511.0777249634266,1511.0777249634266,32.51068115234375,0.4658246851679104,0.007453276471780104,0.007413983112836371,6.6274475279850735,38.87258320414822,0.008875018996380872,0.007422529943457477,0.0054885859612823435,Hydrology,1
12
  wikimedia_time_series_hourly_pageviews/1D/short,Chronos-2,6162.5,6162.5,78.5,3.3404255319148937,0.33314621758887997,0.28520628683693516,118.2634053522829,78.50159234053791,0.32983862327957103,0.32983193277310924,0.3209663865546218,Web,1
 
1
  dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[0.5],eval_metrics/MASE[0.5],eval_metrics/MAPE[0.5],eval_metrics/sMAPE[0.5],eval_metrics/MSIS,eval_metrics/RMSE[mean],eval_metrics/NRMSE[mean],eval_metrics/ND[0.5],eval_metrics/mean_weighted_sum_quantile_loss,domain,num_variates
2
+ binance_btcusdt_1h_close/1h/short,Chronos-2,189389.39650535583,189389.39650535583,377.8465169270833,0.25120667786945433,0.005963261452576584,0.005972474775600076,1.873114831843484,435.1889204763327,0.0068750614723783465,0.005969173176914594,0.007696504803601702,Finance,1
3
  coingecko_bitcoin_7d_price_usd/1h/short,Chronos-2,2087165.4253826141,2087165.4253826141,1356.8230794270833,0.8759009790884592,0.02169791786661078,0.021434290250166344,5.2661375599111695,1444.7025387195158,0.02307804266108303,0.021674234017968703,0.014688128656848824,Finance,1
4
  nasa_power_shanghai_hourly_T2M/1h/short,Chronos-2,5.4739446134857035,5.4739446134857035,2.117658774058024,1.8751401799602931,0.09126392491348682,0.08635019586563093,24.831850572140656,2.3396462581949655,0.09965129577446145,0.09019630215631275,0.061162952669120134,Weather,1
5
+ noaa_coops_sf_water_level_water_level/6min/short,Chronos-2,0.002015727503625442,0.002015727503625442,0.03967388470967611,0.07509252445708255,0.024121011155538816,0.023763387038636546,0.37771685297411,0.0448968540504281,0.027945550462545182,0.024694570937067287,0.021049073361016385,Ocean,1
6
  noaa_ndbc_46013_realtime_wave_height/10min/short,Chronos-2,0.18581572577276204,0.18581572577276204,0.38916604220867157,1.0494365632962241,0.3110633001084211,0.2599209097362251,3.904264850477791,0.43106348230018515,0.31445362598576526,0.2838901417258689,0.16897407805131387,Ocean,1
7
+ nws_ksfo_observations_temperature/1h/short,Chronos-2,0.14244342985265726,0.14244342985265726,0.27795271078745526,0.32700320546783274,0.01745775155299859,0.01718212930464633,2.2652767880895675,0.3774167853350686,0.023637793735632462,0.01740831118579104,0.014055104516950058,Weather,1
8
  open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Chronos-2,80.01588388705325,80.01588388705325,7.54168701171875,0.5274932158118898,0.22195138830628217,0.25294345082029773,2.168070567296158,8.94515980220886,0.2912942133690809,0.2455908931902985,0.2153227695814179,Air Quality,1
9
  open_meteo_shanghai_hourly_temperature_2m/1h/short,Chronos-2,1.6419429392506875,1.6419429392506875,1.1277716159820557,0.7770293608347858,0.054279610424736426,0.052491295483525026,4.7937263479608925,1.2813832132702097,0.06229126262526563,0.05482381631422584,0.04606598684853338,Weather,1
10
+ usgs_earthquake_all_week_hourly_earthquake_count/1h/short,Chronos-2,31.578092311313373,31.578092311313373,4.396803100903829,1.0587619507193167,0.4007391956512463,0.3471688957437933,12.340645482308888,5.619438789711422,0.41625472516380907,0.3256891185854688,0.272948470004465,Hazards,1
11
  usgs_potomac_iv_usgs_00060/15min/short,Chronos-2,1511.0777249634266,1511.0777249634266,32.51068115234375,0.4658246851679104,0.007453276471780104,0.007413983112836371,6.6274475279850735,38.87258320414822,0.008875018996380872,0.007422529943457477,0.0054885859612823435,Hydrology,1
12
  wikimedia_time_series_hourly_pageviews/1D/short,Chronos-2,6162.5,6162.5,78.5,3.3404255319148937,0.33314621758887997,0.28520628683693516,118.2634053522829,78.50159234053791,0.32983862327957103,0.32983193277310924,0.3209663865546218,Web,1
results/chronos_2/forecasts/noaa_ndbc_46013_realtime_wave_height__10min__short.json CHANGED
@@ -1,7 +1,7 @@
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  "dataset": "noaa_ndbc_46013_realtime_wave_height/10min/short",
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  "model": "Chronos-2",
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- "evaluated_at": "2026-06-09T02:18:51.046193+00:00",
5
  "freq": "10min",
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  "context_length": 96,
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  "prediction_length": 24,
 
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  "dataset": "noaa_ndbc_46013_realtime_wave_height/10min/short",
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  "model": "Chronos-2",
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+ "evaluated_at": "2026-06-09T02:39:35.552043+00:00",
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  "freq": "10min",
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  "context_length": 96,
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  "prediction_length": 24,
results/chronos_2/forecasts/nws_ksfo_observations_temperature__1h__short.json CHANGED
@@ -1,16 +1,11 @@
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  "dataset": "nws_ksfo_observations_temperature/1h/short",
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- "evaluated_at": "2026-06-09T02:18:57.684006+00:00",
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  "freq": "1h",
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results/chronos_2/online_meta.json CHANGED
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1
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27
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30
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32
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33
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42
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43
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54
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55
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56
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results/moirai_1_1_small/all_results.csv CHANGED
@@ -1,12 +1,12 @@
1
  dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[0.5],eval_metrics/MASE[0.5],eval_metrics/MAPE[0.5],eval_metrics/sMAPE[0.5],eval_metrics/MSIS,eval_metrics/RMSE[mean],eval_metrics/NRMSE[mean],eval_metrics/ND[0.5],eval_metrics/mean_weighted_sum_quantile_loss,domain,num_variates
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3
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- nasa_power_shanghai_hourly_T2M/1h/short,Moirai-1.1-Small,10.98023177280993,10.311405789858062,2.995210369427999,2.652192780041466,0.12887727085999398,0.11995019555257729,58.26082569064808,3.3136432778453884,0.14113622741686707,0.12757338567107912,0.09963253750031413,Weather,1
5
- noaa_coops_sf_water_level_water_level/6min/short,Moirai-1.1-Small,0.0016007393855641538,0.0010959986100880965,0.024206680556138355,0.04662977369160074,0.014924902442165456,0.015002902314690944,1.3451493576954683,0.04000924125204268,0.025295622055001524,0.015304540236012793,0.05118526763048628,Ocean,1
6
- noaa_ndbc_46013_realtime_wave_height/10min/short,Moirai-1.1-Small,1.2858045591995577,1.182902164305938,1.0608073125282924,2.8606041114508862,0.8190168291838024,0.5666740222072009,67.73432758081961,1.1339332251943046,0.8271853889951495,0.7738412544638628,0.6211144150887945,Ocean,1
7
- nws_ksfo_observations_temperature/1h/short,Moirai-1.1-Small,0.042349748161389776,0.018580630377897478,0.07459177573521932,0.08789865772599832,0.004698188413067738,0.004669830174302067,2.319073173075254,0.20579054439256866,0.01287196483787639,0.004665630859243581,0.013651857374526169,Weather,1
8
- open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Moirai-1.1-Small,139.02772988233951,127.5025918477126,8.797278245290121,0.6153138660871706,0.286986995524742,0.26102357780757623,2.4656631313194874,11.791002072866391,0.38396750305128,0.2864785317326498,0.20760117065990993,Air Quality,1
9
- open_meteo_shanghai_hourly_temperature_2m/1h/short,Moirai-1.1-Small,1.6825965695021903,1.2826606312810327,1.0457279682159424,0.720501671823262,0.05133134813877025,0.049830610566992756,3.7483279303340535,1.2971494013806544,0.06305769670526318,0.05083546813172467,0.03655603024938698,Weather,1
10
- usgs_earthquake_all_week_hourly_earthquake_count/1h/short,Moirai-1.1-Small,31.63529801477023,30.996636675195543,4.490191797415416,1.0812501987087288,0.42749984847221034,0.3580508010122379,12.621411383351353,5.624526470270206,0.4179214714751856,0.33363654222281725,0.27283669472724914,Hazards,1
11
- usgs_potomac_iv_usgs_00060/15min/short,Moirai-1.1-Small,8522.033862511316,4742.088860412438,61.21514892578125,0.8771125816231343,0.014022468814883901,0.01389898004054641,17.184325588852612,92.31486263062583,0.021076452655394023,0.013976061398580195,0.011222677709849457,Hydrology,1
12
  wikimedia_time_series_hourly_pageviews/1D/short,Moirai-1.1-Small,6162.5,6162.5,78.5,3.3404255319148937,0.33314621758887997,0.28520628683693516,118.2634053522829,78.50159234053791,0.32983862327957103,0.32983193277310924,0.3209663865546218,Web,1
 
1
  dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[0.5],eval_metrics/MASE[0.5],eval_metrics/MAPE[0.5],eval_metrics/sMAPE[0.5],eval_metrics/MSIS,eval_metrics/RMSE[mean],eval_metrics/NRMSE[mean],eval_metrics/ND[0.5],eval_metrics/mean_weighted_sum_quantile_loss,domain,num_variates
2
+ binance_btcusdt_1h_close/1h/short,Moirai-1.1-Small,165502.98249181113,159366.63488340378,315.156494140625,0.20952797592501993,0.00498280702371946,0.004979913492878057,2.060517632848186,406.8205777634793,0.006426901855155348,0.004978803845154136,0.007172349376169863,Finance,1
3
  coingecko_bitcoin_7d_price_usd/1h/short,Moirai-1.1-Small,494825.79080581665,479815.69779189426,645.3741048177084,0.41662307994264,0.010319813019669267,0.010317190679306159,2.840152125196902,703.4385479953573,0.011236904750285714,0.010309368692978368,0.011275512240788408,Finance,1
4
+ nasa_power_shanghai_hourly_T2M/1h/short,Moirai-1.1-Small,11.179772022614392,10.587789589827631,3.034135580062866,2.686660196307491,0.13035431855935634,0.12124904841364842,60.493658367437526,3.3436166081975354,0.1424128653692094,0.12923130624965878,0.10188172805169293,Weather,1
5
+ noaa_coops_sf_water_level_water_level/6min/short,Moirai-1.1-Small,0.0010951233978797603,0.0005361519137834966,0.015494669477144877,0.02932744940863169,0.009388045429834319,0.009380845853498895,1.2393486079288543,0.03309264869846112,0.02059815333839203,0.009644485720261328,0.044792853462512126,Ocean,1
6
+ noaa_ndbc_46013_realtime_wave_height/10min/short,Moirai-1.1-Small,1.2828248089798897,1.2086585477646394,1.071184014280637,2.8885862297352234,0.8278593520913243,0.5704060109006676,68.98402294079739,1.132618562879794,0.8262263647476331,0.7814108854481115,0.6288715044452048,Ocean,1
7
+ nws_ksfo_observations_temperature/1h/short,Moirai-1.1-Small,0.049623812616005125,0.022300125907567764,0.10495748122533162,0.1234793958342008,0.006616009519476853,0.006571580899662054,1.7525392125342483,0.22276402899930933,0.013951817655723252,0.006573537236859563,0.01121672296154433,Weather,1
8
+ open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Moirai-1.1-Small,144.19505003985068,140.92201700773956,9.14810343583425,0.6398518650336115,0.29716416811121255,0.26699452332433227,2.5883762165713313,12.008124334793118,0.3910379701967908,0.2979029612754708,0.2132095784636333,Air Quality,1
9
+ open_meteo_shanghai_hourly_temperature_2m/1h/short,Moirai-1.1-Small,1.6743583362869383,1.3115018640850167,1.0670277674992878,0.7351771337594406,0.05243733514145791,0.05089015908823482,3.9168397699879587,1.293969990489323,0.0629031375407802,0.051870904976287525,0.037316443808611786,Weather,1
10
+ usgs_earthquake_all_week_hourly_earthquake_count/1h/short,Moirai-1.1-Small,31.012170639187804,30.141590429014997,4.37039440870285,1.0524026669786128,0.4156379067950873,0.3449522968940119,11.81663571871244,5.568857211240723,0.4125079415733869,0.3237329191631741,0.26617113258612984,Hazards,1
11
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  "dataset": "task_open_meteo_shanghai_hourly_grid_shanghai_31.2304_121.4737_temperature_2m_20260608t020000z",
245
- "data_fetched_at": "2026-06-09T02:15:40.502942Z",
246
  "context_length": 96,
247
  "prediction_length": 24
248
  },
249
  {
250
  "dataset": "task_usgs_earthquake_all_week_hourly_earth_global_earthquake_count_20260608t020000z",
251
- "data_fetched_at": "2026-06-09T02:15:40.502942Z",
252
  "context_length": 96,
253
  "prediction_length": 24
254
  },
255
  {
256
  "dataset": "task_usgs_potomac_iv_usgs_site_01646500_usgs_00060_20260608t235000z",
257
- "data_fetched_at": "2026-06-09T02:15:40.502942Z",
258
  "context_length": 96,
259
  "prediction_length": 24
260
  }
@@ -266,59 +266,59 @@
266
  "TimesFM-2.5": {
267
  "model": "TimesFM-2.5",
268
  "api_model_id": "google/timesfm-2.5-200m-pytorch",
269
- "evaluated_at": "2026-06-09T02:20:49.253125+00:00",
270
  "datasets": [
271
  {
272
  "dataset": "task_binance_btcusdt_1h_crypto_btcusdt_close_20260608t020000z",
273
- "data_fetched_at": "2026-06-09T02:15:40.502942Z",
274
  "context_length": 96,
275
  "prediction_length": 24
276
  },
277
  {
278
  "dataset": "task_nasa_power_shanghai_hourly_point_shanghai_31.2304_121.4737_t2m_20260604t230000z",
279
- "data_fetched_at": "2026-06-09T02:15:40.502942Z",
280
  "context_length": 69,
281
  "prediction_length": 24
282
  },
283
  {
284
- "dataset": "task_noaa_coops_sf_water_level_coops_station_9414290_water_level_20260608t234200z",
285
- "data_fetched_at": "2026-06-09T02:15:40.502942Z",
286
  "context_length": 96,
287
  "prediction_length": 24
288
  },
289
  {
290
  "dataset": "task_noaa_ndbc_46013_realtime_ndbc_station_46013_wave_height_20260608t174000z",
291
- "data_fetched_at": "2026-06-09T02:15:40.502942Z",
292
  "context_length": 96,
293
  "prediction_length": 24
294
  },
295
  {
296
- "dataset": "task_nws_ksfo_observations_nws_station_ksfo_temperature_20260609t000500z",
297
- "data_fetched_at": "2026-06-09T02:15:40.502942Z",
298
  "context_length": 96,
299
  "prediction_length": 24
300
  },
301
  {
302
  "dataset": "task_open_meteo_shanghai_air_quality_hourly_grid_shanghai_31.2304_121.4737_pm2_5_20260608t020000z",
303
- "data_fetched_at": "2026-06-09T02:15:40.502942Z",
304
  "context_length": 96,
305
  "prediction_length": 24
306
  },
307
  {
308
  "dataset": "task_open_meteo_shanghai_hourly_grid_shanghai_31.2304_121.4737_temperature_2m_20260608t020000z",
309
- "data_fetched_at": "2026-06-09T02:15:40.502942Z",
310
  "context_length": 96,
311
  "prediction_length": 24
312
  },
313
  {
314
  "dataset": "task_usgs_earthquake_all_week_hourly_earth_global_earthquake_count_20260608t020000z",
315
- "data_fetched_at": "2026-06-09T02:15:40.502942Z",
316
  "context_length": 96,
317
  "prediction_length": 24
318
  },
319
  {
320
  "dataset": "task_usgs_potomac_iv_usgs_site_01646500_usgs_00060_20260608t235000z",
321
- "data_fetched_at": "2026-06-09T02:15:40.502942Z",
322
  "context_length": 96,
323
  "prediction_length": 24
324
  }
@@ -330,59 +330,59 @@
330
  "Moirai-1.1-Small": {
331
  "model": "Moirai-1.1-Small",
332
  "api_model_id": "Salesforce/moirai-1.1-R-small",
333
- "evaluated_at": "2026-06-09T02:21:50.645351+00:00",
334
  "datasets": [
335
  {
336
  "dataset": "task_binance_btcusdt_1h_crypto_btcusdt_close_20260608t020000z",
337
- "data_fetched_at": "2026-06-09T02:15:40.502942Z",
338
  "context_length": 96,
339
  "prediction_length": 24
340
  },
341
  {
342
  "dataset": "task_nasa_power_shanghai_hourly_point_shanghai_31.2304_121.4737_t2m_20260604t230000z",
343
- "data_fetched_at": "2026-06-09T02:15:40.502942Z",
344
  "context_length": 69,
345
  "prediction_length": 24
346
  },
347
  {
348
- "dataset": "task_noaa_coops_sf_water_level_coops_station_9414290_water_level_20260608t234200z",
349
- "data_fetched_at": "2026-06-09T02:15:40.502942Z",
350
  "context_length": 96,
351
  "prediction_length": 24
352
  },
353
  {
354
  "dataset": "task_noaa_ndbc_46013_realtime_ndbc_station_46013_wave_height_20260608t174000z",
355
- "data_fetched_at": "2026-06-09T02:15:40.502942Z",
356
  "context_length": 96,
357
  "prediction_length": 24
358
  },
359
  {
360
- "dataset": "task_nws_ksfo_observations_nws_station_ksfo_temperature_20260609t000500z",
361
- "data_fetched_at": "2026-06-09T02:15:40.502942Z",
362
  "context_length": 96,
363
  "prediction_length": 24
364
  },
365
  {
366
  "dataset": "task_open_meteo_shanghai_air_quality_hourly_grid_shanghai_31.2304_121.4737_pm2_5_20260608t020000z",
367
- "data_fetched_at": "2026-06-09T02:15:40.502942Z",
368
  "context_length": 96,
369
  "prediction_length": 24
370
  },
371
  {
372
  "dataset": "task_open_meteo_shanghai_hourly_grid_shanghai_31.2304_121.4737_temperature_2m_20260608t020000z",
373
- "data_fetched_at": "2026-06-09T02:15:40.502942Z",
374
  "context_length": 96,
375
  "prediction_length": 24
376
  },
377
  {
378
  "dataset": "task_usgs_earthquake_all_week_hourly_earth_global_earthquake_count_20260608t020000z",
379
- "data_fetched_at": "2026-06-09T02:15:40.502942Z",
380
  "context_length": 96,
381
  "prediction_length": 24
382
  },
383
  {
384
  "dataset": "task_usgs_potomac_iv_usgs_site_01646500_usgs_00060_20260608t235000z",
385
- "data_fetched_at": "2026-06-09T02:15:40.502942Z",
386
  "context_length": 96,
387
  "prediction_length": 24
388
  }
@@ -396,7 +396,5 @@
396
  "failed_datasets": [
397
  "task_wikimedia_time_series_hourly_enwiki_article_time_series_pageviews_20260605t000000z"
398
  ],
399
- "push_status": "ok",
400
- "pushed_at": "2026-06-09T02:21:56.621827+00:00",
401
- "push_detail": "HF Hub API"
402
  }
 
1
  {
2
  "status": "ok",
3
+ "started_at": "2026-06-09T02:29:42.760005+00:00",
4
+ "finished_at": "2026-06-09T02:42:49.247426+00:00",
5
  "task_count": 10,
6
  "data_source": "ts_bench",
7
  "data_config": "configs/datasets/ts_bench.yaml",
 
10
  "Chronos-Bolt-Tiny": {
11
  "model": "Chronos-Bolt-Tiny",
12
  "api_model_id": "amazon/chronos-bolt-tiny",
13
+ "evaluated_at": "2026-06-09T02:30:50.518060+00:00",
14
  "datasets": [
15
  {
16
  "dataset": "task_binance_btcusdt_1h_crypto_btcusdt_close_20260608t020000z",
17
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
18
  "context_length": 96,
19
  "prediction_length": 24
20
  },
21
  {
22
  "dataset": "task_nasa_power_shanghai_hourly_point_shanghai_31.2304_121.4737_t2m_20260604t230000z",
23
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
24
  "context_length": 69,
25
  "prediction_length": 24
26
  },
27
  {
28
+ "dataset": "task_noaa_coops_sf_water_level_coops_station_9414290_water_level_20260608t235400z",
29
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
30
  "context_length": 96,
31
  "prediction_length": 24
32
  },
33
  {
34
  "dataset": "task_noaa_ndbc_46013_realtime_ndbc_station_46013_wave_height_20260608t174000z",
35
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
36
  "context_length": 96,
37
  "prediction_length": 24
38
  },
39
  {
40
+ "dataset": "task_nws_ksfo_observations_nws_station_ksfo_temperature_20260609t003000z",
41
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
42
  "context_length": 96,
43
  "prediction_length": 24
44
  },
45
  {
46
  "dataset": "task_open_meteo_shanghai_air_quality_hourly_grid_shanghai_31.2304_121.4737_pm2_5_20260608t020000z",
47
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
48
  "context_length": 96,
49
  "prediction_length": 24
50
  },
51
  {
52
  "dataset": "task_open_meteo_shanghai_hourly_grid_shanghai_31.2304_121.4737_temperature_2m_20260608t020000z",
53
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
54
  "context_length": 96,
55
  "prediction_length": 24
56
  },
57
  {
58
  "dataset": "task_usgs_earthquake_all_week_hourly_earth_global_earthquake_count_20260608t020000z",
59
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
60
  "context_length": 96,
61
  "prediction_length": 24
62
  },
63
  {
64
  "dataset": "task_usgs_potomac_iv_usgs_site_01646500_usgs_00060_20260608t235000z",
65
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
66
  "context_length": 96,
67
  "prediction_length": 24
68
  }
 
74
  "Chronos-Bolt-Mini": {
75
  "model": "Chronos-Bolt-Mini",
76
  "api_model_id": "amazon/chronos-bolt-mini",
77
+ "evaluated_at": "2026-06-09T02:34:26.816246+00:00",
78
  "datasets": [
79
  {
80
  "dataset": "task_binance_btcusdt_1h_crypto_btcusdt_close_20260608t020000z",
81
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
82
  "context_length": 96,
83
  "prediction_length": 24
84
  },
85
  {
86
  "dataset": "task_nasa_power_shanghai_hourly_point_shanghai_31.2304_121.4737_t2m_20260604t230000z",
87
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
88
  "context_length": 69,
89
  "prediction_length": 24
90
  },
91
  {
92
+ "dataset": "task_noaa_coops_sf_water_level_coops_station_9414290_water_level_20260608t235400z",
93
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
94
  "context_length": 96,
95
  "prediction_length": 24
96
  },
97
  {
98
  "dataset": "task_noaa_ndbc_46013_realtime_ndbc_station_46013_wave_height_20260608t174000z",
99
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
100
  "context_length": 96,
101
  "prediction_length": 24
102
  },
103
  {
104
+ "dataset": "task_nws_ksfo_observations_nws_station_ksfo_temperature_20260609t003000z",
105
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
106
  "context_length": 96,
107
  "prediction_length": 24
108
  },
109
  {
110
  "dataset": "task_open_meteo_shanghai_air_quality_hourly_grid_shanghai_31.2304_121.4737_pm2_5_20260608t020000z",
111
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
112
  "context_length": 96,
113
  "prediction_length": 24
114
  },
115
  {
116
  "dataset": "task_open_meteo_shanghai_hourly_grid_shanghai_31.2304_121.4737_temperature_2m_20260608t020000z",
117
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
118
  "context_length": 96,
119
  "prediction_length": 24
120
  },
121
  {
122
  "dataset": "task_usgs_earthquake_all_week_hourly_earth_global_earthquake_count_20260608t020000z",
123
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
124
  "context_length": 96,
125
  "prediction_length": 24
126
  },
127
  {
128
  "dataset": "task_usgs_potomac_iv_usgs_site_01646500_usgs_00060_20260608t235000z",
129
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
130
  "context_length": 96,
131
  "prediction_length": 24
132
  }
 
138
  "Chronos-Bolt-Base": {
139
  "model": "Chronos-Bolt-Base",
140
  "api_model_id": "amazon/chronos-bolt-base",
141
+ "evaluated_at": "2026-06-09T02:37:02.847302+00:00",
142
  "datasets": [
143
  {
144
  "dataset": "task_binance_btcusdt_1h_crypto_btcusdt_close_20260608t020000z",
145
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
146
  "context_length": 96,
147
  "prediction_length": 24
148
  },
149
  {
150
  "dataset": "task_nasa_power_shanghai_hourly_point_shanghai_31.2304_121.4737_t2m_20260604t230000z",
151
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
152
  "context_length": 69,
153
  "prediction_length": 24
154
  },
155
  {
156
+ "dataset": "task_noaa_coops_sf_water_level_coops_station_9414290_water_level_20260608t235400z",
157
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
158
  "context_length": 96,
159
  "prediction_length": 24
160
  },
161
  {
162
  "dataset": "task_noaa_ndbc_46013_realtime_ndbc_station_46013_wave_height_20260608t174000z",
163
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
164
  "context_length": 96,
165
  "prediction_length": 24
166
  },
167
  {
168
+ "dataset": "task_nws_ksfo_observations_nws_station_ksfo_temperature_20260609t003000z",
169
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
170
  "context_length": 96,
171
  "prediction_length": 24
172
  },
173
  {
174
  "dataset": "task_open_meteo_shanghai_air_quality_hourly_grid_shanghai_31.2304_121.4737_pm2_5_20260608t020000z",
175
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
176
  "context_length": 96,
177
  "prediction_length": 24
178
  },
179
  {
180
  "dataset": "task_open_meteo_shanghai_hourly_grid_shanghai_31.2304_121.4737_temperature_2m_20260608t020000z",
181
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
182
  "context_length": 96,
183
  "prediction_length": 24
184
  },
185
  {
186
  "dataset": "task_usgs_earthquake_all_week_hourly_earth_global_earthquake_count_20260608t020000z",
187
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
188
  "context_length": 96,
189
  "prediction_length": 24
190
  },
191
  {
192
  "dataset": "task_usgs_potomac_iv_usgs_site_01646500_usgs_00060_20260608t235000z",
193
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
194
  "context_length": 96,
195
  "prediction_length": 24
196
  }
 
202
  "Chronos-2": {
203
  "model": "Chronos-2",
204
  "api_model_id": "amazon/chronos-2",
205
+ "evaluated_at": "2026-06-09T02:40:25.927841+00:00",
206
  "datasets": [
207
  {
208
  "dataset": "task_binance_btcusdt_1h_crypto_btcusdt_close_20260608t020000z",
209
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
210
  "context_length": 96,
211
  "prediction_length": 24
212
  },
213
  {
214
  "dataset": "task_nasa_power_shanghai_hourly_point_shanghai_31.2304_121.4737_t2m_20260604t230000z",
215
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
216
  "context_length": 69,
217
  "prediction_length": 24
218
  },
219
  {
220
+ "dataset": "task_noaa_coops_sf_water_level_coops_station_9414290_water_level_20260608t235400z",
221
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
222
  "context_length": 96,
223
  "prediction_length": 24
224
  },
225
  {
226
  "dataset": "task_noaa_ndbc_46013_realtime_ndbc_station_46013_wave_height_20260608t174000z",
227
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
228
  "context_length": 96,
229
  "prediction_length": 24
230
  },
231
  {
232
+ "dataset": "task_nws_ksfo_observations_nws_station_ksfo_temperature_20260609t003000z",
233
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
234
  "context_length": 96,
235
  "prediction_length": 24
236
  },
237
  {
238
  "dataset": "task_open_meteo_shanghai_air_quality_hourly_grid_shanghai_31.2304_121.4737_pm2_5_20260608t020000z",
239
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
240
  "context_length": 96,
241
  "prediction_length": 24
242
  },
243
  {
244
  "dataset": "task_open_meteo_shanghai_hourly_grid_shanghai_31.2304_121.4737_temperature_2m_20260608t020000z",
245
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
246
  "context_length": 96,
247
  "prediction_length": 24
248
  },
249
  {
250
  "dataset": "task_usgs_earthquake_all_week_hourly_earth_global_earthquake_count_20260608t020000z",
251
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
252
  "context_length": 96,
253
  "prediction_length": 24
254
  },
255
  {
256
  "dataset": "task_usgs_potomac_iv_usgs_site_01646500_usgs_00060_20260608t235000z",
257
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
258
  "context_length": 96,
259
  "prediction_length": 24
260
  }
 
266
  "TimesFM-2.5": {
267
  "model": "TimesFM-2.5",
268
  "api_model_id": "google/timesfm-2.5-200m-pytorch",
269
+ "evaluated_at": "2026-06-09T02:41:51.122359+00:00",
270
  "datasets": [
271
  {
272
  "dataset": "task_binance_btcusdt_1h_crypto_btcusdt_close_20260608t020000z",
273
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
274
  "context_length": 96,
275
  "prediction_length": 24
276
  },
277
  {
278
  "dataset": "task_nasa_power_shanghai_hourly_point_shanghai_31.2304_121.4737_t2m_20260604t230000z",
279
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
280
  "context_length": 69,
281
  "prediction_length": 24
282
  },
283
  {
284
+ "dataset": "task_noaa_coops_sf_water_level_coops_station_9414290_water_level_20260608t235400z",
285
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
286
  "context_length": 96,
287
  "prediction_length": 24
288
  },
289
  {
290
  "dataset": "task_noaa_ndbc_46013_realtime_ndbc_station_46013_wave_height_20260608t174000z",
291
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
292
  "context_length": 96,
293
  "prediction_length": 24
294
  },
295
  {
296
+ "dataset": "task_nws_ksfo_observations_nws_station_ksfo_temperature_20260609t003000z",
297
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
298
  "context_length": 96,
299
  "prediction_length": 24
300
  },
301
  {
302
  "dataset": "task_open_meteo_shanghai_air_quality_hourly_grid_shanghai_31.2304_121.4737_pm2_5_20260608t020000z",
303
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
304
  "context_length": 96,
305
  "prediction_length": 24
306
  },
307
  {
308
  "dataset": "task_open_meteo_shanghai_hourly_grid_shanghai_31.2304_121.4737_temperature_2m_20260608t020000z",
309
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
310
  "context_length": 96,
311
  "prediction_length": 24
312
  },
313
  {
314
  "dataset": "task_usgs_earthquake_all_week_hourly_earth_global_earthquake_count_20260608t020000z",
315
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
316
  "context_length": 96,
317
  "prediction_length": 24
318
  },
319
  {
320
  "dataset": "task_usgs_potomac_iv_usgs_site_01646500_usgs_00060_20260608t235000z",
321
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
322
  "context_length": 96,
323
  "prediction_length": 24
324
  }
 
330
  "Moirai-1.1-Small": {
331
  "model": "Moirai-1.1-Small",
332
  "api_model_id": "Salesforce/moirai-1.1-R-small",
333
+ "evaluated_at": "2026-06-09T02:42:49.241634+00:00",
334
  "datasets": [
335
  {
336
  "dataset": "task_binance_btcusdt_1h_crypto_btcusdt_close_20260608t020000z",
337
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
338
  "context_length": 96,
339
  "prediction_length": 24
340
  },
341
  {
342
  "dataset": "task_nasa_power_shanghai_hourly_point_shanghai_31.2304_121.4737_t2m_20260604t230000z",
343
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
344
  "context_length": 69,
345
  "prediction_length": 24
346
  },
347
  {
348
+ "dataset": "task_noaa_coops_sf_water_level_coops_station_9414290_water_level_20260608t235400z",
349
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
350
  "context_length": 96,
351
  "prediction_length": 24
352
  },
353
  {
354
  "dataset": "task_noaa_ndbc_46013_realtime_ndbc_station_46013_wave_height_20260608t174000z",
355
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
356
  "context_length": 96,
357
  "prediction_length": 24
358
  },
359
  {
360
+ "dataset": "task_nws_ksfo_observations_nws_station_ksfo_temperature_20260609t003000z",
361
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
362
  "context_length": 96,
363
  "prediction_length": 24
364
  },
365
  {
366
  "dataset": "task_open_meteo_shanghai_air_quality_hourly_grid_shanghai_31.2304_121.4737_pm2_5_20260608t020000z",
367
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
368
  "context_length": 96,
369
  "prediction_length": 24
370
  },
371
  {
372
  "dataset": "task_open_meteo_shanghai_hourly_grid_shanghai_31.2304_121.4737_temperature_2m_20260608t020000z",
373
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
374
  "context_length": 96,
375
  "prediction_length": 24
376
  },
377
  {
378
  "dataset": "task_usgs_earthquake_all_week_hourly_earth_global_earthquake_count_20260608t020000z",
379
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
380
  "context_length": 96,
381
  "prediction_length": 24
382
  },
383
  {
384
  "dataset": "task_usgs_potomac_iv_usgs_site_01646500_usgs_00060_20260608t235000z",
385
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
386
  "context_length": 96,
387
  "prediction_length": 24
388
  }
 
396
  "failed_datasets": [
397
  "task_wikimedia_time_series_hourly_enwiki_article_time_series_pageviews_20260605t000000z"
398
  ],
399
+ "push_status": "pending"
 
 
400
  }
results/timesfm_2_5/all_results.csv CHANGED
@@ -1,12 +1,12 @@
1
  dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[0.5],eval_metrics/MASE[0.5],eval_metrics/MAPE[0.5],eval_metrics/sMAPE[0.5],eval_metrics/MSIS,eval_metrics/RMSE[mean],eval_metrics/NRMSE[mean],eval_metrics/ND[0.5],eval_metrics/mean_weighted_sum_quantile_loss,domain,num_variates
2
- binance_btcusdt_1h_close/1h/short,TimesFM-2.5,194922.60929807028,312305.07357470196,479.41650390625,0.3187342528429827,0.007550203785057816,0.007584702116578454,3.1416533196518315,441.50040690589435,0.006974439020977166,0.007573404508451341,0.005625309811828307,Finance,1
3
  coingecko_bitcoin_7d_price_usd/1h/short,TimesFM-2.5,466172.0947901408,361562.03052711487,493.9178059895833,0.31885003757319214,0.00792997260940767,0.007901714407047239,13.864478665655751,682.7679655564845,0.010906707653950192,0.007889967583083999,0.009272528939419293,Finance,1
4
  nasa_power_shanghai_hourly_T2M/1h/short,TimesFM-2.5,8.34820264199925,6.846583687249525,2.385193347930908,2.1120361497657925,0.10198637117600906,0.09600939764674792,94.3828541827786,2.8893256379299395,0.12306349420370273,0.10159125849106634,0.1106932292943919,Weather,1
5
- noaa_coops_sf_water_level_water_level/6min/short,TimesFM-2.5,0.000132640654361064,0.0001242929637861323,0.008580694595972696,0.0165291497196003,0.0053159407316556925,0.005330890048316934,0.2908840608630848,0.011516972447699265,0.007281542292182124,0.005425096819551349,0.00586437866559153,Ocean,1
6
  noaa_ndbc_46013_realtime_wave_height/10min/short,TimesFM-2.5,0.35464876270288076,0.25037726483624506,0.44668225944042206,1.204536481580262,0.35873542463108726,0.2911933954840675,64.34140674039891,0.5955239396555614,0.43442478863382694,0.3258472635980343,0.4005933553624708,Ocean,1
7
- nws_ksfo_observations_temperature/1h/short,TimesFM-2.5,0.008584264430889258,0.020825841080295504,0.13938156763712564,0.1642466959164258,0.00872680003699643,0.00875402791730362,6.472009985891238,0.09265130560812004,0.005795233942799789,0.008718158761710136,0.010162033395365326,Weather,1
8
  open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,TimesFM-2.5,74.38159812343277,116.76448419735864,8.858827352523804,0.6196188361097396,0.2553066980904553,0.30198225794486705,3.0431529849982994,8.624476686931954,0.2808513439435101,0.28848284458693524,0.1793497775989511,Air Quality,1
9
  open_meteo_shanghai_hourly_temperature_2m/1h/short,TimesFM-2.5,2.2411869832787183,1.2077444609858503,0.8668265342712402,0.5972394218246857,0.04195935918214947,0.04060389796249899,45.80438862914874,1.4970594454725965,0.07277582702646448,0.04213861921839644,0.06899817879095613,Weather,1
10
- usgs_earthquake_all_week_hourly_earthquake_count/1h/short,TimesFM-2.5,31.05475048627386,35.774162250898335,4.7256282567977905,1.1379439280583308,0.40933769385568025,0.3789824688957135,28.061124830341658,5.5726789326385795,0.41406902285859415,0.3511302729509194,0.30620012804942726,Hazards,1
11
  usgs_potomac_iv_usgs_00060/15min/short,TimesFM-2.5,2419.510588000218,2251.181629816691,39.1485595703125,0.5609345848880597,0.008977710515318845,0.008918935589081148,28.33044863572761,49.18852089665045,0.011230255912477272,0.008938027299158106,0.010417749258783613,Hydrology,1
12
  wikimedia_time_series_hourly_pageviews/1D/short,TimesFM-2.5,6162.5,6162.5,78.5,3.3404255319148937,0.33314621758887997,0.28520628683693516,118.2634053522829,78.50159234053791,0.32983862327957103,0.32983193277310924,0.3209663865546218,Web,1
 
1
  dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[0.5],eval_metrics/MASE[0.5],eval_metrics/MAPE[0.5],eval_metrics/sMAPE[0.5],eval_metrics/MSIS,eval_metrics/RMSE[mean],eval_metrics/NRMSE[mean],eval_metrics/ND[0.5],eval_metrics/mean_weighted_sum_quantile_loss,domain,num_variates
2
+ binance_btcusdt_1h_close/1h/short,TimesFM-2.5,197682.44523557028,313721.42513720196,482.41650390625,0.32072876648766924,0.007598204702260768,0.0076325229101931,3.221433865439294,444.6149404097553,0.007023972585306527,0.007621157073610953,0.005672970049700874,Finance,1
3
  coingecko_bitcoin_7d_price_usd/1h/short,TimesFM-2.5,466172.0947901408,361562.03052711487,493.9178059895833,0.31885003757319214,0.00792997260940767,0.007901714407047239,13.864478665655751,682.7679655564845,0.010906707653950192,0.007889967583083999,0.009272528939419293,Finance,1
4
  nasa_power_shanghai_hourly_T2M/1h/short,TimesFM-2.5,8.34820264199925,6.846583687249525,2.385193347930908,2.1120361497657925,0.10198637117600906,0.09600939764674792,94.3828541827786,2.8893256379299395,0.12306349420370273,0.10159125849106634,0.1106932292943919,Weather,1
5
+ noaa_coops_sf_water_level_water_level/6min/short,TimesFM-2.5,0.0002486695035136914,0.000501693039867727,0.01915140946706136,0.03624872367091799,0.011826833254865816,0.011922166198129846,0.16936205319456824,0.01576925817892812,0.00981540042206893,0.011920583101201178,0.008859869456359396,Ocean,1
6
  noaa_ndbc_46013_realtime_wave_height/10min/short,TimesFM-2.5,0.35464876270288076,0.25037726483624506,0.44668225944042206,1.204536481580262,0.35873542463108726,0.2911933954840675,64.34140674039891,0.5955239396555614,0.43442478863382694,0.3258472635980343,0.4005933553624708,Ocean,1
7
+ nws_ksfo_observations_temperature/1h/short,TimesFM-2.5,0.01748260400275588,0.0127565469192632,0.07460467020670573,0.08777020461987288,0.004708959843031077,0.004693914181798418,9.119554675210924,0.13222179851581162,0.008281114465792421,0.0046725261689020475,0.010125646465513644,Weather,1
8
  open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,TimesFM-2.5,74.38159812343277,116.76448419735864,8.858827352523804,0.6196188361097396,0.2553066980904553,0.30198225794486705,3.0431529849982994,8.624476686931954,0.2808513439435101,0.28848284458693524,0.1793497775989511,Air Quality,1
9
  open_meteo_shanghai_hourly_temperature_2m/1h/short,TimesFM-2.5,2.2411869832787183,1.2077444609858503,0.8668265342712402,0.5972394218246857,0.04195935918214947,0.04060389796249899,45.80438862914874,1.4970594454725965,0.07277582702646448,0.04213861921839644,0.06899817879095613,Weather,1
10
+ usgs_earthquake_all_week_hourly_earthquake_count/1h/short,TimesFM-2.5,30.623594248353736,35.42329998626516,4.683961590131124,1.1279104832422773,0.3987123494354439,0.37295076864772914,27.659787037699516,5.533858893064923,0.4099154735603647,0.34696011778749064,0.3021686461727315,Hazards,1
11
  usgs_potomac_iv_usgs_00060/15min/short,TimesFM-2.5,2419.510588000218,2251.181629816691,39.1485595703125,0.5609345848880597,0.008977710515318845,0.008918935589081148,28.33044863572761,49.18852089665045,0.011230255912477272,0.008938027299158106,0.010417749258783613,Hydrology,1
12
  wikimedia_time_series_hourly_pageviews/1D/short,TimesFM-2.5,6162.5,6162.5,78.5,3.3404255319148937,0.33314621758887997,0.28520628683693516,118.2634053522829,78.50159234053791,0.32983862327957103,0.32983193277310924,0.3209663865546218,Web,1
results/timesfm_2_5/forecasts/binance_btcusdt_1h_close__1h__short.json CHANGED
@@ -1,7 +1,7 @@
1
  {
2
  "dataset": "binance_btcusdt_1h_close/1h/short",
3
  "model": "TimesFM-2.5",
4
- "evaluated_at": "2026-06-09T02:19:51.726035+00:00",
5
  "freq": "1h",
6
  "context_length": 96,
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  "prediction_length": 24,
@@ -127,7 +127,7 @@
127
  63085.98828125,
128
  62562.0,
129
  62764.01171875,
130
- 62770.0
131
  ],
132
  "p50": [
133
  63060.8984375,
 
1
  {
2
  "dataset": "binance_btcusdt_1h_close/1h/short",
3
  "model": "TimesFM-2.5",
4
+ "evaluated_at": "2026-06-09T02:40:47.680929+00:00",
5
  "freq": "1h",
6
  "context_length": 96,
7
  "prediction_length": 24,
 
127
  63085.98828125,
128
  62562.0,
129
  62764.01171875,
130
+ 62698.0
131
  ],
132
  "p50": [
133
  63060.8984375,
results/timesfm_2_5/forecasts/nasa_power_shanghai_hourly_T2M__1h__short.json CHANGED
@@ -1,7 +1,7 @@
1
  {
2
  "dataset": "nasa_power_shanghai_hourly_T2M/1h/short",
3
  "model": "TimesFM-2.5",
4
- "evaluated_at": "2026-06-09T02:19:58.446776+00:00",
5
  "freq": "1h",
6
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1
  {
2
  "dataset": "nasa_power_shanghai_hourly_T2M/1h/short",
3
  "model": "TimesFM-2.5",
4
+ "evaluated_at": "2026-06-09T02:40:54.008638+00:00",
5
  "freq": "1h",
6
  "context_length": 69,
7
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results/timesfm_2_5/forecasts/noaa_coops_sf_water_level_water_level__6min__short.json CHANGED
@@ -1,13 +1,11 @@
1
  {
2
  "dataset": "noaa_coops_sf_water_level_water_level/6min/short",
3
  "model": "TimesFM-2.5",
4
- "evaluated_at": "2026-06-09T02:20:04.229362+00:00",
5
  "freq": "6min",
6
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8
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@@ -101,11 +99,11 @@
101
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  1.3209999799728394,
103
  1.3450000286102295,
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- 1.371999979019165
 
 
105
  ],
106
  "actuals": [
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- 1.4110000133514404,
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@@ -127,84 +125,86 @@
127
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  1.690000057220459,
129
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130
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131
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  "p10": [
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1
  {
2
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3
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4
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9
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  {
19
+ "dataset": "task_noaa_coops_sf_water_level_coops_station_9414290_water_level_20260608t235400z",
20
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
21
  "context_length": 96,
22
  "prediction_length": 24
23
  },
24
  {
25
  "dataset": "task_noaa_ndbc_46013_realtime_ndbc_station_46013_wave_height_20260608t174000z",
26
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
27
  "context_length": 96,
28
  "prediction_length": 24
29
  },
30
  {
31
+ "dataset": "task_nws_ksfo_observations_nws_station_ksfo_temperature_20260609t003000z",
32
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
33
  "context_length": 96,
34
  "prediction_length": 24
35
  },
36
  {
37
  "dataset": "task_open_meteo_shanghai_air_quality_hourly_grid_shanghai_31.2304_121.4737_pm2_5_20260608t020000z",
38
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
39
  "context_length": 96,
40
  "prediction_length": 24
41
  },
42
  {
43
  "dataset": "task_open_meteo_shanghai_hourly_grid_shanghai_31.2304_121.4737_temperature_2m_20260608t020000z",
44
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
45
  "context_length": 96,
46
  "prediction_length": 24
47
  },
48
  {
49
  "dataset": "task_usgs_earthquake_all_week_hourly_earth_global_earthquake_count_20260608t020000z",
50
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
51
  "context_length": 96,
52
  "prediction_length": 24
53
  },
54
  {
55
  "dataset": "task_usgs_potomac_iv_usgs_site_01646500_usgs_00060_20260608t235000z",
56
+ "data_fetched_at": "2026-06-09T02:29:42.141824Z",
57
  "context_length": 96,
58
  "prediction_length": 24
59
  }