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ziyuzhou02 commited on
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b05500a
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1 Parent(s): ec79e2d

Update leaderboard results from local eval

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Files changed (25) hide show
  1. results/aggregates/live_metadata.json +1 -1
  2. results/aggregates/metadata.json +1 -1
  3. results/moirai_1_1_large/all_results.csv +14 -0
  4. results/moirai_1_1_large/config.json +11 -0
  5. results/moirai_1_1_large/online_meta.json +26 -0
  6. results/online_status.json +19 -21
  7. results/prequential/tasks/future-180c03ecd0e822e64126.json +211 -0
  8. results/prequential/tasks/future-189debc7878a53c8feee.json +691 -0
  9. results/prequential/tasks/future-649ca229858505efb65a.json +691 -0
  10. results/prequential/tasks/future-addbeedcf507ae729c7f.json +595 -0
  11. results/prequential/tasks/future-bb5b20404dd8fde0ee6b.json +259 -0
  12. results/prequential/tasks/future-d1e00fb07f2338755d73.json +691 -0
  13. results/prequential/tasks/future-d69436f06f2eb8b7b61e.json +39 -0
  14. results/prequential/tasks/future-d79073b209998f8377f8.json +307 -0
  15. results/prequential/tasks/future-e4d97ff59f2a2ae3cd89.json +499 -0
  16. results/prequential/tasks/future-eeba7a6acdcc05a16c9a.json +103 -0
  17. results/sundial_base_128m/all_results.csv +112 -0
  18. results/sundial_base_128m/config.json +11 -0
  19. results/sundial_base_128m/online_meta.json +26 -0
  20. results/timer_s1/all_results.csv +14 -0
  21. results/timer_s1/config.json +11 -0
  22. results/timer_s1/online_meta.json +26 -0
  23. results/toto_2_0_1b/all_results.csv +14 -0
  24. results/toto_2_0_1b/config.json +11 -0
  25. results/toto_2_0_1b/online_meta.json +26 -0
results/aggregates/live_metadata.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "generated_at": "2026-07-15T11:05:46.200529+00:00",
3
  "scope": "Canonical metrics-only release history when available; otherwise legacy release history plus latest allowlisted snapshots",
4
  "release_deduplication": "One row per model, dataset, data source timestamp, and prediction length",
5
  "dataset_aggregation": "Arithmetic mean over releases, then equal-weight mean over datasets",
 
1
  {
2
+ "generated_at": "2026-07-15T11:14:29.687361+00:00",
3
  "scope": "Canonical metrics-only release history when available; otherwise legacy release history plus latest allowlisted snapshots",
4
  "release_deduplication": "One row per model, dataset, data source timestamp, and prediction length",
5
  "dataset_aggregation": "Arithmetic mean over releases, then equal-weight mean over datasets",
results/aggregates/metadata.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "generated_at": "2026-07-15T11:05:44.348904+00:00",
3
  "baseline_model": "Seasonal-Naive",
4
  "normalization": "Per-config metric / Seasonal-Naive metric",
5
  "metric_aggregation": "Geometric mean over dataset configurations",
 
1
  {
2
+ "generated_at": "2026-07-15T11:14:27.571396+00:00",
3
  "baseline_model": "Seasonal-Naive",
4
  "normalization": "Per-config metric / Seasonal-Naive metric",
5
  "metric_aggregation": "Geometric mean over dataset configurations",
results/moirai_1_1_large/all_results.csv ADDED
@@ -0,0 +1,14 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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,prediction_length
2
+ binance_btcusdt_1h_close/1h/short,Moirai-1.1-Large,943238.5303179423,1213767.345588525,1072.8101399739583,1.1215038003107582,0.017425545224589178,0.01758704125268703,6.903722785689152,971.2046799300044,0.015788349245180498,0.017440094259945863,0.014858783623376599,Finance,1,24
3
+ coingecko_bitcoin_7d_price_usd/1h/short,Moirai-1.1-Large,431066.6319255829,438026.3967232704,592.166259765625,0.8775187803569343,0.00997280106164517,0.00995863597493575,5.1089635352591865,656.5566479181997,0.011042874733149554,0.009959868426470057,0.007805353832515354,Finance,1,24
4
+ data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Moirai-1.1-Large,354.24952641208534,1.5520712838405801e-18,1.0310138483700844e-09,nan,nan,2.0,nan,18.821517643699334,inf,inf,inf,Climate,1,36
5
+ data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Moirai-1.1-Large,29.13439431456561,1.6278210215871986e-18,1.0687710580552696e-09,nan,nan,2.0,nan,5.397628582494873,inf,inf,inf,Transportation,1,12
6
+ nasa_power_shanghai_hourly_T2M/1h/short,Moirai-1.1-Large,1.1222730743878249,1.1642281201729172,0.8892166614532471,0.6818274822682668,0.035593740406704065,0.03655489491151318,7.784843439721857,1.0593739067901498,0.04219212544481377,0.035415202023741925,0.03340391226938137,Weather,1,24
7
+ noaa_coops_sf_water_level_water_level/6min/short,Moirai-1.1-Large,0.3781473038175936,0.3948949970354574,0.5037509972850481,0.6095237033073045,0.3385973507690115,0.4471786988738901,2.6126526071545118,0.6149368291276703,0.456653273877738,0.37408646097147813,0.2956878273512014,Ocean,1,60
8
+ noaa_ndbc_46013_realtime_wave_height/10min/short,Moirai-1.1-Large,0.25185130655213267,0.14575858395786342,0.3134341637293498,0.7187024624536337,0.20073540259841569,0.17388782014071025,3.8976803374397004,0.5018478918478513,0.2944828595355317,0.18392224080345543,0.15930318106377162,Ocean,1,72
9
+ nws_ksfo_observations_temperature/1h/short,Moirai-1.1-Large,0.4516524424733082,0.4567232307594982,0.5672340989112854,0.3059240084015921,0.040329389026183105,0.04043545680376626,3.3571424377098515,0.6720509225299138,0.0476069147634505,0.04018187386178347,0.03747719866963091,Weather,1,24
10
+ open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Moirai-1.1-Large,167.91502500650844,128.38192779803137,9.673745512962341,0.7444829992700802,0.27906067115302013,0.25735113053545067,3.9264211502545847,12.95820300066751,0.3480658892177059,0.25984319228997893,0.2250925561114715,Air Quality,1,24
11
+ open_meteo_shanghai_hourly_temperature_2m/1h/short,Moirai-1.1-Large,3.2254354135355547,3.2382998544954567,1.5708307425181072,1.4087358443917521,0.05741154264230924,0.05928230964505362,11.915165761263586,1.7959497246681364,0.0674113166417132,0.058961432561255425,0.04769653016373695,Weather,1,24
12
+ usgs_earthquake_all_week_hourly_earthquake_count/1h/short,Moirai-1.1-Large,25.002470180096793,21.369638900202318,3.984735071659088,0.890996661985883,0.6061696392312025,0.4083563606283754,8.006394613603627,5.000247011908191,0.5555830013231323,0.44274834129545426,0.3144856712455122,Hazards,1,24
13
+ usgs_potomac_iv_usgs_00060/15min/short,Moirai-1.1-Large,1419.7827006379764,1250.0,25.0,nan,0.010638297872340425,0.010526315789473684,nan,37.680003989357225,0.015865264837624096,0.010526315789473684,0.010526693564967105,Hydrology,1,24
14
+ wikimedia_time_series_hourly_pageviews/1D/short,Moirai-1.1-Large,722.8507851836538,314.51317967458664,12.61196790422712,0.24863838832262844,0.05293031252223076,0.05027367562127199,2.4102504604636343,26.885884496955903,0.11303374863585064,0.05302328848624015,0.05403184801011948,Web,1,7
results/moirai_1_1_large/config.json ADDED
@@ -0,0 +1,11 @@
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "model": "Moirai-1.1-Large",
3
+ "model_type": "zero-shot",
4
+ "model_dtype": "float32",
5
+ "model_link": "https://tsfm.ai/models/Salesforce/moirai-1.1-R-large",
6
+ "code_link": "https://github.com/zhouziyu02/TS-Live/blob/main/scripts/run_online_eval.py",
7
+ "org": "Salesforce / TSFM.ai",
8
+ "testdata_leakage": "No",
9
+ "replication_code_available": "Yes",
10
+ "api_model_id": "Salesforce/moirai-1.1-R-large"
11
+ }
results/moirai_1_1_large/online_meta.json ADDED
@@ -0,0 +1,26 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "model": "Moirai-1.1-Large",
3
+ "api_model_id": "Salesforce/moirai-1.1-R-large",
4
+ "evaluated_at": "2026-07-03T07:47:04.824261+00:00",
5
+ "datasets": [
6
+ {
7
+ "dataset": "task_binance_btcusdt_1h_crypto_btcusdt_close_20260702t070000z",
8
+ "data_fetched_at": "2026-07-03T07:44:18.998336Z",
9
+ "context_length": 96,
10
+ "prediction_length": 24
11
+ },
12
+ {
13
+ "dataset": "task_data_gov_sg_singapore_rainfall_5min_data_gov_sg_rainfall_station_s213_rainfall_5min_total_20260703t043500z",
14
+ "data_fetched_at": "2026-07-03T07:44:18.998336Z",
15
+ "context_length": 288,
16
+ "prediction_length": 36
17
+ },
18
+ {
19
+ "dataset": "task_usgs_potomac_iv_usgs_site_01646500_usgs_00060_20260703t043000z",
20
+ "data_fetched_at": "2026-07-03T07:44:18.998336Z",
21
+ "context_length": 96,
22
+ "prediction_length": 24
23
+ }
24
+ ],
25
+ "failed_datasets": []
26
+ }
results/online_status.json CHANGED
@@ -2,15 +2,15 @@
2
  "status": "ok",
3
  "evaluation_protocol": "issue-now-score-later",
4
  "metric_version": "livehouse-canonical-v1",
5
- "started_at": "2026-07-15T11:00:32.263046+00:00",
6
- "finished_at": "2026-07-15T11:05:46.224189+00:00",
7
  "data_source": "ts_bench",
8
  "data_config": "configs/datasets/ts_bench.yaml",
9
- "task_count": 4,
10
- "issued_tasks": 4,
11
- "issued_forecasts": 48,
12
  "resolved_forecasts": 0,
13
- "pending_tasks": 8,
14
  "failed_forecasts": [],
15
  "models": {
16
  "Chronos-2": {
@@ -19,7 +19,7 @@
19
  "admitted_at": "2026-06-01T00:00:00Z",
20
  "evaluation_protocol": "issue-now-score-later",
21
  "metric_version": "livehouse-canonical-v1",
22
- "evaluated_at": "2026-07-15T11:05:44.062117+00:00",
23
  "resolved_tasks": []
24
  },
25
  "TiRex": {
@@ -28,7 +28,7 @@
28
  "admitted_at": "2026-06-01T00:00:00Z",
29
  "evaluation_protocol": "issue-now-score-later",
30
  "metric_version": "livehouse-canonical-v1",
31
- "evaluated_at": "2026-07-15T11:05:44.062123+00:00",
32
  "resolved_tasks": []
33
  },
34
  "TimesFM-2.5": {
@@ -37,7 +37,7 @@
37
  "admitted_at": "2026-06-01T00:00:00Z",
38
  "evaluation_protocol": "issue-now-score-later",
39
  "metric_version": "livehouse-canonical-v1",
40
- "evaluated_at": "2026-07-15T11:05:44.062125+00:00",
41
  "resolved_tasks": []
42
  },
43
  "Toto-1.0": {
@@ -46,7 +46,7 @@
46
  "admitted_at": "2026-06-01T00:00:00Z",
47
  "evaluation_protocol": "issue-now-score-later",
48
  "metric_version": "livehouse-canonical-v1",
49
- "evaluated_at": "2026-07-15T11:05:44.062126+00:00",
50
  "resolved_tasks": []
51
  },
52
  "Moirai-2.0": {
@@ -55,7 +55,7 @@
55
  "admitted_at": "2026-06-01T00:00:00Z",
56
  "evaluation_protocol": "issue-now-score-later",
57
  "metric_version": "livehouse-canonical-v1",
58
- "evaluated_at": "2026-07-15T11:05:44.062127+00:00",
59
  "resolved_tasks": []
60
  },
61
  "Chronos-Bolt": {
@@ -64,7 +64,7 @@
64
  "admitted_at": "2026-06-01T00:00:00Z",
65
  "evaluation_protocol": "issue-now-score-later",
66
  "metric_version": "livehouse-canonical-v1",
67
- "evaluated_at": "2026-07-15T11:05:44.062128+00:00",
68
  "resolved_tasks": []
69
  },
70
  "TabPFN-TS": {
@@ -73,7 +73,7 @@
73
  "admitted_at": "2026-06-01T00:00:00Z",
74
  "evaluation_protocol": "issue-now-score-later",
75
  "metric_version": "livehouse-canonical-v1",
76
- "evaluated_at": "2026-07-15T11:05:44.062130+00:00",
77
  "resolved_tasks": []
78
  },
79
  "Sundial": {
@@ -82,7 +82,7 @@
82
  "admitted_at": "2026-06-01T00:00:00Z",
83
  "evaluation_protocol": "issue-now-score-later",
84
  "metric_version": "livehouse-canonical-v1",
85
- "evaluated_at": "2026-07-15T11:05:44.062131+00:00",
86
  "resolved_tasks": []
87
  },
88
  "Moving-Average": {
@@ -91,7 +91,7 @@
91
  "admitted_at": "2026-06-01T00:00:00Z",
92
  "evaluation_protocol": "issue-now-score-later",
93
  "metric_version": "livehouse-canonical-v1",
94
- "evaluated_at": "2026-07-15T11:05:44.062132+00:00",
95
  "resolved_tasks": []
96
  },
97
  "ETS": {
@@ -100,7 +100,7 @@
100
  "admitted_at": "2026-06-01T00:00:00Z",
101
  "evaluation_protocol": "issue-now-score-later",
102
  "metric_version": "livehouse-canonical-v1",
103
- "evaluated_at": "2026-07-15T11:05:44.062133+00:00",
104
  "resolved_tasks": []
105
  },
106
  "ARIMA": {
@@ -109,7 +109,7 @@
109
  "admitted_at": "2026-06-01T00:00:00Z",
110
  "evaluation_protocol": "issue-now-score-later",
111
  "metric_version": "livehouse-canonical-v1",
112
- "evaluated_at": "2026-07-15T11:05:44.062134+00:00",
113
  "resolved_tasks": []
114
  },
115
  "Seasonal-Naive": {
@@ -118,7 +118,7 @@
118
  "admitted_at": "2026-06-01T00:00:00Z",
119
  "evaluation_protocol": "issue-now-score-later",
120
  "metric_version": "livehouse-canonical-v1",
121
- "evaluated_at": "2026-07-15T11:05:44.062135+00:00",
122
  "resolved_tasks": []
123
  }
124
  },
@@ -142,7 +142,5 @@
142
  "live_overall_30d": "aggregates/live_overall_30d.csv",
143
  "live_metadata": "aggregates/live_metadata.json"
144
  },
145
- "push_status": "ok",
146
- "pushed_at": "2026-07-15T11:05:59.164669+00:00",
147
- "push_detail": "HF Hub API"
148
  }
 
2
  "status": "ok",
3
  "evaluation_protocol": "issue-now-score-later",
4
  "metric_version": "livehouse-canonical-v1",
5
+ "started_at": "2026-07-15T11:11:20.889452+00:00",
6
+ "finished_at": "2026-07-15T11:14:29.698398+00:00",
7
  "data_source": "ts_bench",
8
  "data_config": "configs/datasets/ts_bench.yaml",
9
+ "task_count": 3,
10
+ "issued_tasks": 2,
11
+ "issued_forecasts": 24,
12
  "resolved_forecasts": 0,
13
+ "pending_tasks": 10,
14
  "failed_forecasts": [],
15
  "models": {
16
  "Chronos-2": {
 
19
  "admitted_at": "2026-06-01T00:00:00Z",
20
  "evaluation_protocol": "issue-now-score-later",
21
  "metric_version": "livehouse-canonical-v1",
22
+ "evaluated_at": "2026-07-15T11:14:27.247170+00:00",
23
  "resolved_tasks": []
24
  },
25
  "TiRex": {
 
28
  "admitted_at": "2026-06-01T00:00:00Z",
29
  "evaluation_protocol": "issue-now-score-later",
30
  "metric_version": "livehouse-canonical-v1",
31
+ "evaluated_at": "2026-07-15T11:14:27.247181+00:00",
32
  "resolved_tasks": []
33
  },
34
  "TimesFM-2.5": {
 
37
  "admitted_at": "2026-06-01T00:00:00Z",
38
  "evaluation_protocol": "issue-now-score-later",
39
  "metric_version": "livehouse-canonical-v1",
40
+ "evaluated_at": "2026-07-15T11:14:27.247183+00:00",
41
  "resolved_tasks": []
42
  },
43
  "Toto-1.0": {
 
46
  "admitted_at": "2026-06-01T00:00:00Z",
47
  "evaluation_protocol": "issue-now-score-later",
48
  "metric_version": "livehouse-canonical-v1",
49
+ "evaluated_at": "2026-07-15T11:14:27.247185+00:00",
50
  "resolved_tasks": []
51
  },
52
  "Moirai-2.0": {
 
55
  "admitted_at": "2026-06-01T00:00:00Z",
56
  "evaluation_protocol": "issue-now-score-later",
57
  "metric_version": "livehouse-canonical-v1",
58
+ "evaluated_at": "2026-07-15T11:14:27.247187+00:00",
59
  "resolved_tasks": []
60
  },
61
  "Chronos-Bolt": {
 
64
  "admitted_at": "2026-06-01T00:00:00Z",
65
  "evaluation_protocol": "issue-now-score-later",
66
  "metric_version": "livehouse-canonical-v1",
67
+ "evaluated_at": "2026-07-15T11:14:27.247189+00:00",
68
  "resolved_tasks": []
69
  },
70
  "TabPFN-TS": {
 
73
  "admitted_at": "2026-06-01T00:00:00Z",
74
  "evaluation_protocol": "issue-now-score-later",
75
  "metric_version": "livehouse-canonical-v1",
76
+ "evaluated_at": "2026-07-15T11:14:27.247190+00:00",
77
  "resolved_tasks": []
78
  },
79
  "Sundial": {
 
82
  "admitted_at": "2026-06-01T00:00:00Z",
83
  "evaluation_protocol": "issue-now-score-later",
84
  "metric_version": "livehouse-canonical-v1",
85
+ "evaluated_at": "2026-07-15T11:14:27.247192+00:00",
86
  "resolved_tasks": []
87
  },
88
  "Moving-Average": {
 
91
  "admitted_at": "2026-06-01T00:00:00Z",
92
  "evaluation_protocol": "issue-now-score-later",
93
  "metric_version": "livehouse-canonical-v1",
94
+ "evaluated_at": "2026-07-15T11:14:27.247193+00:00",
95
  "resolved_tasks": []
96
  },
97
  "ETS": {
 
100
  "admitted_at": "2026-06-01T00:00:00Z",
101
  "evaluation_protocol": "issue-now-score-later",
102
  "metric_version": "livehouse-canonical-v1",
103
+ "evaluated_at": "2026-07-15T11:14:27.247195+00:00",
104
  "resolved_tasks": []
105
  },
106
  "ARIMA": {
 
109
  "admitted_at": "2026-06-01T00:00:00Z",
110
  "evaluation_protocol": "issue-now-score-later",
111
  "metric_version": "livehouse-canonical-v1",
112
+ "evaluated_at": "2026-07-15T11:14:27.247196+00:00",
113
  "resolved_tasks": []
114
  },
115
  "Seasonal-Naive": {
 
118
  "admitted_at": "2026-06-01T00:00:00Z",
119
  "evaluation_protocol": "issue-now-score-later",
120
  "metric_version": "livehouse-canonical-v1",
121
+ "evaluated_at": "2026-07-15T11:14:27.247198+00:00",
122
  "resolved_tasks": []
123
  }
124
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2
+ binance_btcusdt_1h_close/1h/short,Sundial (Base 128M),2577749.9560807548,2580233.408855438,1572.9013671875,1.6442936127147239,0.02554801156784164,0.025892771266852226,57.418637074235995,1605.537279567421,0.026100351264570047,0.025569806886811864,0.024721478192872542,Finance,1,24
3
+ bitbrains_fast_storage/5T/long,Sundial (Base 128M),3992984.656532448,4074699.162123445,402.3351208491215,1.0110702542831842,5.992031531062318,0.8165969330820964,18.612015056705424,1998.2453944729732,5.280765984355254,1.0632516038160884,0.8112800068833039,Web/CloudOps,2
4
+ bitbrains_fast_storage/5T/medium,Sundial (Base 128M),2907838.320472667,2877131.708869361,312.31870573567153,1.107871728301013,5.429366768086938,0.8071652781288694,23.570398005670967,1705.238493722408,5.1809858111874965,0.94891054180505,0.7275862010337261,Web/CloudOps,2
5
+ bitbrains_fast_storage/5T/short,Sundial (Base 128M),1667311.4097309958,1711803.8958942452,181.00176684311495,0.7400817080132996,2.7738987359024674,0.7436391409035517,15.030792252691077,1291.2441325059317,4.054187281222474,0.5683007903315925,0.4616509497480503,Web/CloudOps,2
6
+ bitbrains_fast_storage/H/short,Sundial (Base 128M),3002624.164511734,2752943.8191741854,339.0138164151865,1.1499014166635186,4.92548112469647,0.6058981282372182,26.78099747530234,1732.80817302774,4.939066039798932,0.96629947488831,0.7644337983354259,Web/CloudOps,2
7
+ bitbrains_rnd/5T/long,Sundial (Base 128M),2565960.3198869433,2498272.9553300245,213.09548285627992,3.5224942814874347,3.1000865366677197,0.7565202479385937,118.99906619854494,1601.8615170753503,6.136370845058673,0.8163208206664636,0.7151753520857796,Web/CloudOps,2
8
+ bitbrains_rnd/5T/medium,Sundial (Base 128M),2428639.0456661023,2380889.5423860047,192.43698043853752,4.562192427864367,2.3730152582257915,0.7679559803279247,162.52809085259724,1558.4091393681258,6.557020809910089,0.8096803679188941,0.7302818091340633,Web/CloudOps,2
9
+ bitbrains_rnd/5T/short,Sundial (Base 128M),1401344.1824515034,1540852.046103743,126.1733071134422,1.7146683452862683,1.251046626626142,0.6860893218903396,54.78645586026391,1183.7838411008588,4.843701719118544,0.5162647464455313,0.4333540309915635,Web/CloudOps,2
10
+ bitbrains_rnd/H/short,Sundial (Base 128M),1869378.53970419,1716389.989173522,185.33467243510503,5.979679667159194,3.1037654265433465,0.628305893623993,215.97912400831697,1367.252185847289,5.983764780277694,0.8111152404515893,0.7254302314523267,Web/CloudOps,2
11
+ bizitobs_application/10S/long,Sundial (Base 128M),7611294.72,7586994.062222222,1659.194166666667,3.705243579739328,0.0536026340060763,0.0547540961371527,116.51264873478618,2758.8575026630137,0.1063981064091174,0.0639884870197118,0.0614481599561253,Web/CloudOps,2
12
+ bizitobs_application/10S/medium,Sundial (Base 128M),5238368.0,5198286.08,1243.2520833333333,2.856535846734542,0.0410652573903401,0.0418922932942708,78.73858005059354,2288.7481294367017,0.0898724028547425,0.0488188502029845,0.0456523489096267,Web/CloudOps,2
13
+ bizitobs_application/10S/short,Sundial (Base 128M),774527.2177777778,768104.0355555556,471.55090277777776,1.4287244579270495,0.0207145245869954,0.0209059927198621,35.81248179934669,880.0722798598862,0.0339408700847585,0.018185833477313,0.0162992402796462,Web/CloudOps,2
14
+ bizitobs_l2c/5T/long,Sundial (Base 128M),100.55199404761905,100.30006944444445,6.6023542906746036,0.6350142264434739,0.5411881561194837,0.7743142361111112,8.052863430563646,10.027561719960593,0.5630325993440862,0.3707123228839833,0.3100932988678433,Web/CloudOps,7
15
+ bizitobs_l2c/5T/medium,Sundial (Base 128M),66.03551232993198,65.80960884353742,5.367345610119048,0.5301663187479796,0.3870744738830045,0.6539383868781887,6.148770555055706,8.126223743531307,0.4275588702051335,0.2824013093276875,0.2341061041320845,Web/CloudOps,7
16
+ bizitobs_l2c/5T/short,Sundial (Base 128M),13.797112165178572,13.8958984375,2.3654639834449407,0.2481098037784186,0.1442609554988538,0.1870400201706659,2.571659952682548,3.714446414363595,0.1275691248136778,0.081239607867125,0.0669829680639304,Web/CloudOps,7
17
+ bizitobs_l2c/H/long,Sundial (Base 128M),97.68327132936508,99.13186383928571,6.222073800223214,0.6649538160803763,0.7405663072226014,0.8124540298704117,10.485610887419584,9.883484776604105,0.6037117756486757,0.3800622257284957,0.3248376979085573,Web/CloudOps,7
18
+ bizitobs_l2c/H/medium,Sundial (Base 128M),80.02613467261905,81.70883556547619,5.414339192708334,0.550211607426368,0.5420053790474771,0.7827382405598958,7.306465746157197,8.945732763313414,0.5416777066064108,0.3278464620274622,0.2763385372212042,Web/CloudOps,7
19
+ bizitobs_l2c/H/short,Sundial (Base 128M),58.68516322544643,58.96220858134921,4.811042906746032,0.4764393762735541,0.439277996548074,0.6333610292464967,6.710387912500496,7.660624205993035,0.4129272639006895,0.2593275339674409,0.2228493280644269,Web/CloudOps,7
20
+ bizitobs_service/10S/long,Sundial (Base 128M),131941.80402116402,132003.10857142857,80.13044312169312,1.457287860964514,0.1430374323123346,0.0992829499421296,33.667228398243935,363.2379440823384,0.2690982814013858,0.0593631939704274,0.0568448904241987,Web/CloudOps,2
21
+ bizitobs_service/10S/medium,Sundial (Base 128M),97587.21015873016,98052.56126984127,62.335679563492064,1.2720799283158783,0.1187313600570436,0.0892765396360367,25.27081604263379,312.3895167234812,0.2351117117793331,0.0469153013866133,0.0439921805624936,Web/CloudOps,2
22
+ bizitobs_service/10S/short,Sundial (Base 128M),9121.87343915344,8756.308994708994,24.69885582010582,0.8388123634083924,0.083732845568783,0.0605504660631613,17.905196376640344,95.50849930322138,0.0707557496138025,0.0182977019941079,0.016323560876514,Web/CloudOps,2
23
+ car_parts/M/short,Sundial (Base 128M),1.3770329361499123,1.3562324800639574,0.551516586999043,0.9567785611036184,0.70865921627573,1.8251849331988177,22.831523029638067,1.1734704666713656,2.8138618039615704,1.3224802008097474,1.1888484578014162,Sales,1
24
+ coingecko_bitcoin_7d_price_usd/1h/short,Sundial (Base 128M),486480.09989039105,501996.2437178294,601.74951171875,0.8917200007525167,0.010064748392312585,0.010121761546793997,16.441109296459587,697.4812541498094,0.011731201173148442,0.010121052767821445,0.00846133307385938,Finance,1,24
25
+ covid_deaths/D/short,Sundial (Base 128M),4750637.297243108,4477442.309774436,402.08527568922307,60.37512053436367,0.1899772896045182,0.4979675139998433,1672.7840554639606,2179.5956728813508,0.8200834790539754,0.1512865417500509,0.1310639488942473,Healthcare,1
26
+ data_gov_sg_sgx_equities_turnover_monthly_turnover_value_million_sgd/1mo/short,Sundial (Base 128M),26942.28249014914,26100.937972365635,138.65086062749228,1.461862354991957,2.360591014522408,0.8347368781238269,36.501989003261045,164.14104450182208,1.0105133935548045,0.8535863294718229,0.7305382024738188,Finance,1,12
27
+ data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Sundial (Base 128M),8.358952050379497e-15,3.5019599533127037e-15,4.979966086726684e-08,nan,nan,2.0,nan,9.142730473102385e-08,inf,inf,inf,Climate,1,36
28
+ data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Sundial (Base 128M),4.880814360504751e-16,6.325228304470079e-16,2.1437314053536955e-08,nan,nan,2.0,nan,2.2092565175879306e-08,inf,inf,inf,Transportation,1,12
29
+ electricity/15T/long,Sundial (Base 128M),351951.0873393393,350408.16377777775,61.53619725975976,0.9062450146418704,0.1447556375475504,0.1396683082007789,12.487065442346577,593.2546563992055,0.9359319264724014,0.0970808927125511,0.0822060533974962,Energy,1
30
+ electricity/15T/medium,Sundial (Base 128M),272671.48163963965,271096.7338378378,55.858921030405405,0.8541111431489306,0.1356333624891668,0.1359071578292159,12.673007115851096,522.179549235356,0.8997679459171861,0.0962505458328951,0.0822344043680592,Energy,1
31
+ electricity/15T/short,Sundial (Base 128M),124519.82138513512,123738.63013513511,48.25886278856982,0.8949515637448004,0.1568043365272096,0.1562521980904244,15.645124261570611,352.873662073461,0.6955835443448973,0.0951277310618305,0.083614551536036,Energy,1
32
+ electricity/D/short,Sundial (Base 128M),1541255668.3762162,1539757168.2525406,4528.206414414414,1.4558630961996544,0.362119266477972,0.0978611301731419,20.78940248735936,39258.82917734832,0.6451529423256734,0.0744134696050242,0.0637861337580781,Energy,1
33
+ electricity/H/long,Sundial (Base 128M),9736594.810234234,9653101.306618618,268.749015015015,1.0753938178294975,0.2753369705480924,0.1357996082019519,18.99597491045824,3120.351712585335,1.230665792525617,0.1059945320330255,0.0929800529037864,Energy,1
34
+ electricity/H/medium,Sundial (Base 128M),6083808.971531532,6075464.317837838,234.6254349662162,0.9934519730818584,0.2316100528001053,0.127550117561409,17.08206870586526,2466.537851226194,0.962771006297108,0.091582039178123,0.0798748244223144,Energy,1
35
+ electricity/H/short,Sundial (Base 128M),1351264.2378378378,1379962.926576577,167.6371364724099,0.9319139633483812,0.1997890310031984,0.125901819177576,18.20285203101193,1162.438917895404,0.548754183518862,0.0791367000331579,0.0693888009177783,Energy,1
36
+ electricity/W/short,Sundial (Base 128M),156600593037.14594,165368612203.47388,38040.983783783784,1.614482091997285,0.2493729220592092,0.1037719485996005,23.430973726850713,395727.9280479784,0.9029205411614254,0.0867969714288213,0.0720188355633119,Energy,1
37
+ ett1/15T/long,Sundial (Base 128M),8.588688616071428,8.424805307539682,1.6301932973710318,1.0882545863507582,0.8187500465963538,0.4222196645585317,11.252389295554746,2.930646450200267,0.5585841110632471,0.3107164543205254,0.2526629588207522,Energy,7
38
+ ett1/15T/medium,Sundial (Base 128M),9.479339037698413,9.522857142857143,1.6631180245535715,1.0667045190646924,0.7683557793146981,0.4159195963541666,11.184306913045496,3.0788535265092447,0.5868325263463925,0.3169919398755988,0.2599939605277198,Energy,7
39
+ ett1/15T/short,Sundial (Base 128M),4.865275355747768,5.149080403645834,1.1326773507254464,0.7097059923931616,0.5011566507454214,0.2465284075055803,8.353473729986172,2.2057369189791807,0.416976091831895,0.2141231671592922,0.177346765109939,Energy,7
40
+ ett1/D/short,Sundial (Base 128M),68630.59047619048,68294.18412698412,166.50721726190477,1.9033811160400669,1.3687090192522322,0.4968551393539187,24.00443651496063,261.97440805580703,0.6880844725384713,0.437336729239216,0.3729444829198183,Energy,7
41
+ ett1/H/long,Sundial (Base 128M),138.46879133597884,138.9707671957672,7.078614831349206,1.4054141627728294,2813768040816.448,0.4885259396184689,19.88461175593543,11.767276292157792,0.5635093754804101,0.3389795330579862,0.2827083326570119,Energy,7
42
+ ett1/H/medium,Sundial (Base 128M),130.83780691964284,130.98899739583334,6.7376825241815474,1.287646484989819,3319469932639.093,0.4530447097051711,18.002215579451374,11.438435510140486,0.5478739462199896,0.3227190212882065,0.2691033786548276,Energy,7
43
+ ett1/H/short,Sundial (Base 128M),95.23248697916668,95.23712797619048,4.891598656063988,0.8294853844046632,0.4678214663550967,0.2625470842633928,10.191291541613095,9.758713387489491,0.4554790783442203,0.2283109216374914,0.1902428669753556,Energy,7
44
+ ett1/W/short,Sundial (Base 128M),3683896.8571428577,3667887.4285714286,1210.601841517857,1.8430188542279329,0.7876313073294503,0.569650377546038,19.434605080896997,1919.3480291866967,0.7637543913302695,0.481727367080771,0.4039464354923995,Energy,7
45
+ ett2/15T/long,Sundial (Base 128M),11.858053075396825,11.674272073412698,2.192200210813492,0.9212435305526608,0.1424893331718948,0.1694564383370535,10.670394862380515,3.443552391847237,0.1835131402434129,0.1168263174044086,0.097674820032303,Energy,7
46
+ ett2/15T/medium,Sundial (Base 128M),11.871760912698411,11.802404513888888,2.167898685515873,0.9071844187960826,0.1390239917231806,0.1657980492001488,10.156929834549702,3.445542179788025,0.1836191796445549,0.1155312451323476,0.0957543216760796,Energy,7
47
+ ett2/15T/short,Sundial (Base 128M),7.541792224702381,7.563260904947916,1.7109636579241072,0.7473446713848775,0.1088793378399709,0.1290370759509858,9.339846044863958,2.746232369028954,0.1303734201583106,0.0812255315193933,0.0686564385978035,Energy,7
48
+ ett2/D/short,Sundial (Base 128M),123608.8634920635,121005.04126984128,214.6015625,1.50709571753811,0.4611456976996528,0.1556462121388268,16.407948600654866,351.5805220601157,0.2012188089141859,0.1228221362899896,0.1026415265257265,Energy,7
49
+ ett2/H/long,Sundial (Base 128M),265.9783399470899,262.0705687830688,10.183081183862434,1.1394240030514895,0.1926071940996123,0.2007253818411045,12.8365883657284,16.308842385254998,0.2233370442539474,0.1394494593348947,0.1168439160691367,Energy,7
50
+ ett2/H/medium,Sundial (Base 128M),249.36175595238095,247.17736235119048,9.998749069940477,1.11502643965467,0.1846722379558514,0.1903496515183221,12.937642203068034,15.791192353726204,0.2127964719022616,0.1347395736723634,0.1136183531700855,Energy,7
51
+ ett2/H/short,Sundial (Base 128M),116.91236979166666,113.46793154761905,6.692149135044643,0.7705117287530697,0.1254463963402705,0.1153616678147088,10.325377422224458,10.812602359823774,0.1371338829435629,0.0848750712905191,0.0720616605366869,Energy,7
52
+ ett2/W/short,Sundial (Base 128M),5142077.142857143,4744008.571428572,1413.623883928571,0.936457900086336,0.1392535056386675,0.1504846811294555,10.745230062350288,2267.614857698975,0.1902181219063579,0.1185813716866023,0.0982279855252889,Energy,7
53
+ hierarchical_sales/D/short,Sundial (Base 128M),27.632022529971064,27.589404195948735,2.4153553250310047,0.7895142034181349,0.7173977498846464,0.9863113308701944,13.2086148556627,5.256617023330791,1.6126718892360312,0.7410042652728633,0.6491728654993807,Sales,1
54
+ hierarchical_sales/W/short,Sundial (Base 128M),488.66101694915255,457.8660288665254,9.61986477092161,0.7509810161145285,0.684453321534199,0.4777563062764831,12.34329558035152,22.10567838699262,1.0148825074383765,0.4416526970588593,0.390210413147802,Sales,1
55
+ hospital/M/short,Sundial (Base 128M),3398.8683181225556,3304.418948283355,19.89609476857888,0.8373906478027656,0.2126494684928088,0.1897604360833265,11.769844117897032,58.29981404878197,0.21164186303998,0.0722274441650643,0.0609090196118886,Healthcare,1
56
+ jena_weather/10T/long,Sundial (Base 128M),1526.9175925925929,1558.02791005291,11.005598958333334,0.6789694776833581,1.0108914967660652,0.6608337079406416,8.533353195159828,39.075792923401984,0.2391114772818527,0.0673451471722456,0.0559618691419076,Nature,21
57
+ jena_weather/10T/medium,Sundial (Base 128M),1463.590909090909,1480.09898989899,10.606262400793652,0.638583318706897,0.9757086962325224,0.6651314343208874,8.155205430508937,38.25690668481848,0.2347819823103832,0.0650904510361416,0.0541984801748506,Nature,21
58
+ jena_weather/10T/short,Sundial (Base 128M),714.0433531746032,760.1094246031746,6.064236886160714,0.2972308027391687,0.3847620850055592,0.5452390640500993,3.2718569348065434,26.721589645352378,0.1659745624375545,0.0376665115008703,0.0308346070923093,Nature,21
59
+ jena_weather/D/short,Sundial (Base 128M),335.6586061507937,334.7327628968254,9.400784350198412,0.9311451482969424,0.7852221390519247,0.4243041023375496,12.1090083589597,18.32098813248875,0.1103222928242184,0.0566080866577711,0.0478990373571762,Nature,21
60
+ jena_weather/H/long,Sundial (Base 128M),1318.643253968254,1302.21626984127,12.913236813822753,1.0881605488875692,3.741977550866237,0.6666673125413359,16.21339153163842,36.31312784611447,0.2186452618801649,0.0777519925257821,0.0657275623788261,Nature,21
61
+ jena_weather/H/medium,Sundial (Base 128M),1254.0208333333333,1268.9168650793652,11.169922650049603,0.8685233040993711,3.727921892923987,0.6717536078559028,9.29711649459636,35.41215657557915,0.2166932665415237,0.0683507377160018,0.0583787174072234,Nature,21
62
+ jena_weather/H/short,Sundial (Base 128M),1175.9592731829573,1197.647034252297,9.2238424838137,0.538848642518242,1.7519873990653612,0.6039663265422671,7.101045333338838,34.292262584772054,0.2102093620182935,0.0565415606242535,0.0496460224525243,Nature,21
63
+ kdd_cup_2018/D/short,Sundial (Base 128M),2643.545980450828,2724.824522907108,20.464195175876057,1.1735723109796423,0.6069453145779307,0.4520561319215872,15.39534679028357,51.41542551074364,1.1517600905129683,0.4584196873585527,0.3956485663531878,Nature,1
64
+ kdd_cup_2018/H/long,Sundial (Base 128M),3238.069802731411,3268.87309073652,18.44123979822007,0.7747499424036353,0.7683727548419232,0.4688291406922856,11.506386680401688,56.90404030234946,1.3351987287102756,0.4327060047686658,0.3747144138264249,Nature,1
65
+ kdd_cup_2018/H/medium,Sundial (Base 128M),4404.977002365145,4450.69979332406,20.754435195464534,0.8408122037406998,0.8275329345817771,0.4638447031611326,12.144618647993806,66.3700007711703,1.3892443178118112,0.4344279166743208,0.377101024069857,Nature,1
66
+ kdd_cup_2018/H/short,Sundial (Base 128M),4073.6266219234462,4104.7201669204405,19.309099624056028,0.8005728901664165,0.7581389280063812,0.4396230880898601,12.435813682322742,63.82496864020731,1.3359721898774637,0.4041744267001718,0.3514852483675335,Nature,1
67
+ loop_seattle/5T/long,Sundial (Base 128M),89.1548085081986,89.1674085540649,5.676028121775026,0.8928347181609574,0.1759994486189944,0.1287368683081785,11.336979324492034,9.44218240176489,0.166939715896876,0.1003533380052782,0.0844976053834093,Transport,1
68
+ loop_seattle/5T/medium,Sundial (Base 128M),73.50833688080495,74.1760066756966,5.1912426631836945,0.8196109744635476,0.1663365288292537,0.1194572007816027,10.00461001995478,8.57370030271673,0.1525437419054575,0.0923628716915108,0.0774367286819119,Transport,1
69
+ loop_seattle/5T/short,Sundial (Base 128M),37.38912407685113,37.79311926559275,3.4166639455946854,0.5418677171663021,0.0930234914962721,0.0727460422259981,7.18608638094916,6.114664674113466,0.1048530027142019,0.0585882453174582,0.0496514837795298,Transport,1
70
+ loop_seattle/D/short,Sundial (Base 128M),18.429789086687308,18.52360197368421,2.9816349812951497,0.8995514672181137,0.0550705412716073,0.0548309924555759,17.340802301170243,4.292993021970489,0.0767215269073254,0.0532858048626083,0.0471408326784013,Transport,1
71
+ loop_seattle/H/long,Sundial (Base 128M),61.90195218438252,61.99824991400069,4.742837332301342,0.9871012881124152,0.1341950817127838,0.1087773971636351,14.78540112545964,7.867779368054402,0.1406077507660393,0.0847608528845928,0.0722390965179178,Transport,1
72
+ loop_seattle/H/medium,Sundial (Base 128M),68.30358617131063,68.25909442724458,4.956817998581012,1.0140278217947962,0.1304006476151315,0.1120392947989228,15.9935680570479,8.264598367211235,0.1460758345241723,0.0876111933762954,0.0752987148522233,Transport,1
73
+ loop_seattle/H/short,Sundial (Base 128M),60.18822434617891,59.60882590570854,4.346736920183586,0.8804201037957281,0.1158579299609332,0.0996091810639487,14.29746495628067,7.758107007909785,0.1373263833632477,0.0769416637424209,0.066568320372834,Transport,1
74
+ m4_daily/D/short,Sundial (Base 128M),558540.8372030146,569714.9005373619,198.68158458379804,3.714947083199855,0.0392072447420612,0.033353801738769,56.307273731262825,747.3558972825562,0.1154458326067551,0.0306908141613742,0.0266396465232694,Econ/Fin,1
75
+ m4_hourly/H/short,Sundial (Base 128M),1133904.489533011,1233038.6344605477,210.2628069645733,0.8692680665321981,0.1075559238304838,0.0946229698193438,11.960330569851838,1064.849514970548,0.1453754629157268,0.0287055142221484,0.0229809940799739,Econ/Fin,1
76
+ m4_monthly/M/short,Sundial (Base 128M),2240086.612148148,2205808.108740741,651.5672013888889,1.0992059769425646,0.1964410545561048,0.1544381048414442,16.191359550291462,1496.6918895177284,0.3110639567967747,0.1354180330651334,0.1162578099550247,Econ/Fin,1
77
+ m4_quarterly/Q/short,Sundial (Base 128M),2086986.472,2065333.488,646.3814778645833,1.4574114966025733,0.1290917205810547,0.1171581813494364,22.36748309124086,1444.6406030566911,0.2418073976573149,0.108192876986575,0.0930524818903939,Econ/Fin,1
78
+ m4_weekly/W/short,Sundial (Base 128M),348123.5226055282,332966.698950075,291.571110992072,2.39610125632833,0.0751076570179418,0.0722758650958525,25.402798188491037,590.0199340747126,0.107492488249419,0.0531197378463769,0.0434533227452716,Econ/Fin,1
79
+ m4_yearly/A/short,Sundial (Base 128M),4997100.187690433,4880675.977133571,1120.7643876411016,4.329944223633436,0.2032089580984097,0.1912619182650541,87.54221907098058,2235.4194657134112,0.3584598732647898,0.1797197646864477,0.1600131695818998,Econ/Fin,1
80
+ m_dense/D/short,Sundial (Base 128M),7680.636296296297,7703.605925925925,46.08437789351852,0.681301001844435,0.1199051706414473,0.0983558146158854,9.91669473889226,87.63923947808023,0.1517164870782257,0.0797788749061293,0.0667818156593893,Transport,1
81
+ m_dense/H/long,Sundial (Base 128M),36111.89728395062,36283.50419753086,91.45063271604938,0.7708725770495878,0.3155407711442304,0.2239726502218364,9.930669545560852,190.0313060628449,0.3289722825299599,0.158314564093237,0.1303768565994658,Transport,1
82
+ m_dense/H/medium,Sundial (Base 128M),35793.24888888889,35781.76222222222,88.92399305555556,0.7587427424857901,0.3172664157223364,0.2202114529079861,10.309195756556583,189.19103807762377,0.3291685045070318,0.1547165135638255,0.1282044702426012,Transport,1
83
+ m_dense/H/short,Sundial (Base 128M),37860.537777777776,38285.991111111114,88.01905381944445,0.7911527641202473,0.2899245252902517,0.2149389309353298,12.412157782362964,194.5778450332354,0.3451326113976903,0.1561238685332848,0.1332013739663772,Transport,1
84
+ nasa_power_shanghai_hourly_T2M/1h/short,Sundial (Base 128M),0.8673497746494832,0.8628233386843931,0.7957099278767904,0.6101290273322453,0.03155880157968727,0.031930682628113265,8.417987279442244,0.9313161518246547,0.03709191594649198,0.031691070432709495,0.025826399747630416,Weather,1,24
85
+ noaa_coops_sf_water_level_water_level/6min/short,Sundial (Base 128M),0.24088583325576837,0.25388359330934873,0.41401931444803874,0.5009510395873715,0.2809750172241164,0.3481384350563311,12.339073939169007,0.49080121562173046,0.3644699281628241,0.3074515404444269,0.27374131519442246,Ocean,1,60
86
+ noaa_ndbc_46013_realtime_wave_height/10min/short,Sundial (Base 128M),0.30696663779728184,0.29370014076630846,0.49599849349922603,1.1373212620147006,0.3099559198590225,0.25976568277454726,30.94660524250508,0.5540457000981794,0.3251123791265082,0.29105044987466216,0.24706399051224062,Ocean,1,72
87
+ nws_ksfo_observations_temperature/1h/short,Sundial (Base 128M),1.9375136079036868,1.540619820783263,1.1589500506718953,0.6250517127219211,0.08262471464171638,0.07889085959418471,16.379700864298957,1.391945978802226,0.0986030244831866,0.08209799946369048,0.07000205544783528,Weather,1,24
88
+ open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Sundial (Base 128M),52.75671918313719,44.40881624210048,5.496137698491414,0.42297795333683935,0.15712334609302078,0.15089815582947544,2.249491369162253,7.263382076081169,0.19509923875315957,0.14762988781622155,0.12412638603466136,Air Quality,1,24
89
+ open_meteo_shanghai_hourly_temperature_2m/1h/short,Sundial (Base 128M),3.6516421977285063,3.465475993824384,1.6242741743723552,1.4566644187839863,0.05980240784498611,0.06198165789711302,40.6630296047706,1.910927051911848,0.07172701262528308,0.06096744200442748,0.056666247292563116,Weather,1,24
90
+ restaurant/D/short,Sundial (Base 128M),142.67255066778742,143.40200336228637,7.351215910152237,0.7043214521479607,0.7502271075581395,0.4040559494518773,9.366935736069946,11.944561551927617,0.5497163978907575,0.3383199887813349,0.2856917953281462,Sales,1
91
+ saugeen/D/short,Sundial (Base 128M),1033.1979166666667,1043.4395833333333,12.527005208333334,2.783229391019545,0.3125386047363281,0.3236430867513021,75.86281309813374,32.14339615950167,1.0411322602659936,0.4057526834500538,0.3791559457651823,Nature,1
92
+ saugeen/M/short,Sundial (Base 128M),376.7884579613095,385.2522553943453,12.846944173177084,0.7528023615422877,0.4215218226114909,0.3763252894083659,10.33956776215654,19.4110395899166,0.5827776410626605,0.385703804550326,0.3319812578629679,Nature,1
93
+ saugeen/W/short,Sundial (Base 128M),1053.62548828125,1092.30908203125,14.770535278320311,1.1982786164986492,0.3316983222961426,0.371807599067688,27.377672970743134,32.45959778372569,0.9798199500794474,0.4458608894502877,0.4057619792144697,Nature,1
94
+ solar/10T/long,Sundial (Base 128M),18.170098337388485,18.24339834245742,2.1740717904121047,0.9494114377480228,3.4878601122249973,1.4685918333079886,6.27318162052604,4.262639832004163,0.9213013122809924,0.4698907889100312,0.3648130201629169,Energy,1
95
+ solar/10T/medium,Sundial (Base 128M),18.074612226277377,18.58121198296837,2.1586906070283125,0.940830415196118,3.513908973666567,1.4718986742424245,6.205610561348746,4.251424728991139,0.9434079950279076,0.4790220002190709,0.3726298978462091,Energy,1
96
+ solar/10T/short,Sundial (Base 128M),17.38408416970803,18.219959892031632,1.918618128421533,0.8373387888683936,4.711767718096245,1.5110303447194342,7.535477779227135,4.1694225223294445,1.2128845602252192,0.558125805784385,0.4444252264450095,Energy,1
97
+ solar/D/short,Sundial (Base 128M),122735.82871046229,125002.0593673966,276.988899026764,1.0812809630437707,0.9917641447118308,0.4710672271802767,9.725230133388656,350.3367361703056,0.5061172575408385,0.4001546154626886,0.3237486423313621,Energy,1
98
+ solar/H/long,Sundial (Base 128M),427.0271289537713,427.0316707218167,9.861896162814274,0.7493449101098908,4.299106481595773,1.3845172953025917,11.844666051847392,20.66463474039092,0.7164805466759955,0.3419299127598036,0.2930377223939998,Energy,1
99
+ solar/H/medium,Sundial (Base 128M),500.6115875912409,502.3263077858881,10.058445483576644,0.766729353250346,3.6976240779496226,1.3902708475897203,12.006373891289906,22.374351109948215,0.8059763489713974,0.3623286828450824,0.3091999352745588,Energy,1
100
+ solar/H/short,Sundial (Base 128M),542.3035359841209,549.8866372134717,10.220167384988477,0.7869252373242515,3.7249074247143055,1.3971023706120342,13.77821861863638,23.28741153464938,0.8583817689046194,0.3767187841110908,0.3286122560749378,Energy,1
101
+ solar/W/short,Sundial (Base 128M),1235502.9489051094,1256159.5328467153,902.0643818430656,0.9808747227904372,0.1973764182877366,0.1786033602526588,6.82843081120576,1111.5318029211353,0.2268914306427691,0.1841338930567514,0.1478253184985092,Energy,1
102
+ sz_taxi/15T/long,Sundial (Base 128M),16.49652221331909,16.136390446937323,2.842568108974359,0.5372017514900559,6770085977715.236,0.421029967392272,6.8094228015750105,4.061591093810293,0.3759336366610085,0.2631030406512037,0.2210724128748929,Transport,1
103
+ sz_taxi/15T/medium,Sundial (Base 128M),17.097115384615385,16.801088408119657,2.8827486478365385,0.5632305341689838,10381046999526.62,0.4233590150490785,7.808679476853401,4.1348658242578304,0.384818282074604,0.2682878790903594,0.2279311941548681,Transport,1
104
+ sz_taxi/15T/short,Sundial (Base 128M),16.603792407137135,16.572001362894916,2.7728853889437386,0.5537644512663443,1009814854269.8969,0.4005998185266068,8.565742344193046,4.074775135775854,0.3810089022864843,0.2592766430058536,0.2233087287446781,Transport,1
105
+ sz_taxi/H/short,Sundial (Base 128M),7.454074435763889,7.344264364650107,1.9091939029530585,0.581415842067849,1.149892432057959,0.3056304149138621,9.275420074651208,2.7302150896520754,0.2543363834520324,0.1778531934814084,0.1539936485059681,Transport,1
106
+ temperature_rain/D/short,Sundial (Base 128M),165.39650524032874,170.26629099021108,6.104377582519322,1.429880420844037,51.386792891286774,1.4162385989179629,27.010122751001916,12.860657263154506,1.5140393681354736,0.7186466281452656,0.6199938727217345,Nature,1
107
+ us_births/D/short,Sundial (Base 128M),157040.92,157050.24,264.0079166666667,0.3886940244462994,0.0251105690002441,0.0249287986755371,6.858113080172684,396.2838881408125,0.0371483988549252,0.0247485998868222,0.0215782553198688,Healthcare,1
108
+ us_births/M/short,Sundial (Base 128M),150176117.33333334,150676010.66666666,10277.453125,1.158132553474985,0.0317596147457758,0.0324845587213834,22.12468864982641,12254.636564718408,0.0380628176189588,0.0319216993354598,0.0282997082969116,Healthcare,1
109
+ us_births/W/short,Sundial (Base 128M),3689235.4285714286,3637910.285714286,1498.275251116071,1.362387484772567,0.0201576820441654,0.0203139122043337,19.911947005998787,1920.7382509263016,0.0260738334194385,0.0203389396213814,0.0173419250939806,Healthcare,1
110
+ usgs_earthquake_all_week_hourly_earthquake_count/1h/short,Sundial (Base 128M),20.871048870865632,20.63763972447426,3.912367820739746,0.874815164885906,0.5938616099810633,0.4037642370247155,17.402406417064785,4.568484307827448,0.5076093675363831,0.43470753563774955,0.34188940956759356,Hazards,1,24
111
+ usgs_potomac_iv_usgs_00060/15min/short,Sundial (Base 128M),1250.0,1250.0,25.0,nan,0.010638297872340425,0.010526315789473684,nan,35.35533905932738,0.014886458551295738,0.010526315789473684,0.010526315789473684,Hydrology,1,24
112
+ wikimedia_time_series_hourly_pageviews/1D/short,Sundial (Base 128M),398.2544741302928,379.10363341861273,16.425022670200892,0.323810780037951,0.07417013651019135,0.07041064804981666,5.359023690721508,19.95631414190238,0.08390041981580579,0.06905414936420796,0.0516314159618603,Web,1,7
results/sundial_base_128m/config.json ADDED
@@ -0,0 +1,11 @@
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "model": "Sundial (Base 128M)",
3
+ "model_type": "zero-shot",
4
+ "model_dtype": "float32",
5
+ "model_link": "https://huggingface.co/thuml/sundial-base-128m",
6
+ "code_link": "https://github.com/zhouziyu02/TS-Live/blob/main/scripts/run_online_eval.py",
7
+ "org": "THUML / TSFM.ai",
8
+ "testdata_leakage": "No",
9
+ "replication_code_available": "Yes",
10
+ "api_model_id": "thuml/sundial-base-128m"
11
+ }
results/sundial_base_128m/online_meta.json ADDED
@@ -0,0 +1,26 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "model": "Sundial (Base 128M)",
3
+ "api_model_id": "thuml/sundial-base-128m",
4
+ "evaluated_at": "2026-07-03T07:48:00.184460+00:00",
5
+ "datasets": [
6
+ {
7
+ "dataset": "task_binance_btcusdt_1h_crypto_btcusdt_close_20260702t070000z",
8
+ "data_fetched_at": "2026-07-03T07:44:18.998336Z",
9
+ "context_length": 96,
10
+ "prediction_length": 24
11
+ },
12
+ {
13
+ "dataset": "task_data_gov_sg_singapore_rainfall_5min_data_gov_sg_rainfall_station_s213_rainfall_5min_total_20260703t043500z",
14
+ "data_fetched_at": "2026-07-03T07:44:18.998336Z",
15
+ "context_length": 288,
16
+ "prediction_length": 36
17
+ },
18
+ {
19
+ "dataset": "task_usgs_potomac_iv_usgs_site_01646500_usgs_00060_20260703t043000z",
20
+ "data_fetched_at": "2026-07-03T07:44:18.998336Z",
21
+ "context_length": 96,
22
+ "prediction_length": 24
23
+ }
24
+ ],
25
+ "failed_datasets": []
26
+ }
results/timer_s1/all_results.csv ADDED
@@ -0,0 +1,14 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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,prediction_length
2
+ binance_btcusdt_1h_close/1h/short,Timer-S1,3080311.5997695923,3080311.5997695923,1719.693359375,1.7977483303383515,0.027931985137472526,0.028344055777601355,41.45519517215454,1755.081650456637,0.028531413227142047,0.027956124917341833,0.025004680199792635,Finance,1,24
3
+ coingecko_bitcoin_7d_price_usd/1h/short,Timer-S1,567259.7815119425,567259.7815119425,630.3899739583334,0.9341617020127089,0.01053561875202081,0.010606214370632252,7.570174836323596,753.1665031797036,0.012667792450490854,0.010602767541122503,0.008639769292829622,Finance,1,24
4
+ data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Timer-S1,8.874856741867843e-16,8.874856741867843e-16,2.050398961728206e-08,nan,nan,2.0,nan,2.9790697779454317e-08,inf,inf,inf,Climate,1,36
5
+ data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Timer-S1,1.1760797597599717e-16,1.1760797597599717e-16,9.226596375810914e-09,nan,nan,2.0,nan,1.0844721111028959e-08,inf,inf,inf,Transportation,1,12
6
+ nasa_power_shanghai_hourly_T2M/1h/short,Timer-S1,0.9137470847561721,0.9137470847561721,0.8477737903594971,0.6500502004417661,0.03361104809805168,0.03389277533698023,2.608146219101514,0.9559011898497523,0.03807107448699576,0.03376463955021565,0.029203956856761124,Weather,1,24
7
+ noaa_coops_sf_water_level_water_level/6min/short,Timer-S1,0.020034561464927235,0.020034561464927235,0.12319917480150859,0.14906733222193128,0.08715176006339385,0.09226950232934879,0.9883600349206213,0.1415434967242481,0.10511047332605165,0.09148794452911899,0.07814062909723432,Ocean,1,60
8
+ noaa_ndbc_46013_realtime_wave_height/10min/short,Timer-S1,0.3085840357742023,0.3085840357742023,0.5256431218650606,1.2052961986059954,0.3224822406261379,0.2721376282700381,23.506045755405648,0.5555034075270846,0.3259677575369855,0.3084458301738501,0.2367892090835389,Ocean,1,72
9
+ nws_ksfo_observations_temperature/1h/short,Timer-S1,2.4936275998603983,2.4936275998603983,1.4433919588724773,0.778458584560437,0.10286883032680548,0.09692688057994932,11.562149905086903,1.5791224144632987,0.11186227660161002,0.10224736794886738,0.07278795065447957,Weather,1,24
10
+ open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Timer-S1,56.96256947745542,56.96256947745542,6.451889117558797,0.4965317471667981,0.1878560046140523,0.1798540570232439,2.794329504262238,7.547355131266543,0.2027269425298232,0.17330200203851273,0.166813103936097,Air Quality,1,24
11
+ open_meteo_shanghai_hourly_temperature_2m/1h/short,Timer-S1,3.449631977524556,3.449631977524556,1.6204408804575603,1.4532266846006052,0.05967885153186112,0.061889559116613556,23.775682496392317,1.857318491138382,0.0697148050365242,0.06082355858368265,0.052233172736067396,Weather,1,24
12
+ usgs_earthquake_all_week_hourly_earthquake_count/1h/short,Timer-S1,19.38198624955597,19.38198624955597,3.780933698018392,0.8454261685010068,0.5774348436654746,0.3935861696048244,6.247212854231367,4.402497728512301,0.48916641427914453,0.4201037442242658,0.2990460729402769,Hazards,1,24
13
+ usgs_potomac_iv_usgs_00060/15min/short,Timer-S1,1250.0,1250.0,25.0,nan,0.010638297872340425,0.010526315789473684,nan,35.35533905932738,0.014886458551295738,0.010526315789473684,0.010526315789473684,Hydrology,1,24
14
+ wikimedia_time_series_hourly_pageviews/1D/short,Timer-S1,419.0447799478258,419.0447799478258,16.570242745535715,0.3266737183008401,0.07394001423324405,0.07008083275581178,1.6151406735578322,20.470583283038756,0.08606251230106383,0.06966468421546547,0.05420205361611611,Web,1,7
results/timer_s1/config.json ADDED
@@ -0,0 +1,11 @@
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "model": "Timer-S1",
3
+ "model_type": "zero-shot",
4
+ "model_dtype": "float32",
5
+ "model_link": "https://tsfm.ai/models/bytedance-research/Timer-S1",
6
+ "code_link": "https://github.com/zhouziyu02/TS-Live/blob/main/scripts/run_online_eval.py",
7
+ "org": "THUML / TSFM.ai",
8
+ "testdata_leakage": "No",
9
+ "replication_code_available": "Yes",
10
+ "api_model_id": "bytedance-research/Timer-S1"
11
+ }
results/timer_s1/online_meta.json ADDED
@@ -0,0 +1,26 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "model": "Timer-S1",
3
+ "api_model_id": "bytedance-research/Timer-S1",
4
+ "evaluated_at": "2026-07-03T07:47:28.269961+00:00",
5
+ "datasets": [
6
+ {
7
+ "dataset": "task_binance_btcusdt_1h_crypto_btcusdt_close_20260702t070000z",
8
+ "data_fetched_at": "2026-07-03T07:44:18.998336Z",
9
+ "context_length": 96,
10
+ "prediction_length": 24
11
+ },
12
+ {
13
+ "dataset": "task_data_gov_sg_singapore_rainfall_5min_data_gov_sg_rainfall_station_s213_rainfall_5min_total_20260703t043500z",
14
+ "data_fetched_at": "2026-07-03T07:44:18.998336Z",
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+ "context_length": 288,
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+ "prediction_length": 36
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+ },
18
+ {
19
+ "dataset": "task_usgs_potomac_iv_usgs_site_01646500_usgs_00060_20260703t043000z",
20
+ "data_fetched_at": "2026-07-03T07:44:18.998336Z",
21
+ "context_length": 96,
22
+ "prediction_length": 24
23
+ }
24
+ ],
25
+ "failed_datasets": []
26
+ }
results/toto_2_0_1b/all_results.csv ADDED
@@ -0,0 +1,14 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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,prediction_length
2
+ binance_btcusdt_1h_close/1h/short,Toto-2.0-1B,2516391.6841723123,2516391.6841723123,1554.6067708333333,1.625168644957757,0.02525062080344581,0.025586757435447204,15.90411404085683,1586.3138668536917,0.025787846640281713,0.02527240152776849,0.020251146419049182,Finance,1,24
3
+ coingecko_bitcoin_7d_price_usd/1h/short,Toto-2.0-1B,839244.0979696909,839244.0979696909,743.0740559895834,1.1011458835647618,0.012402295116024184,0.012517357553043585,9.036073287409447,916.1026678105958,0.015408277466100578,0.012498043761745094,0.010429598571369002,Finance,1,24
4
+ data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Toto-2.0-1B,7.92033974581673e-22,7.92033974581673e-22,2.228279148683914e-11,nan,nan,2.0,nan,2.8143098169563228e-11,inf,inf,inf,Climate,1,36
5
+ data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Toto-2.0-1B,9.285839740510159e-20,9.285839740510159e-20,2.8203846723362513e-10,nan,nan,2.0,nan,3.047267585971104e-10,inf,inf,inf,Transportation,1,12
6
+ nasa_power_shanghai_hourly_T2M/1h/short,Toto-2.0-1B,0.7633599749907868,0.7633599749907868,0.720221757888794,0.5522467235978132,0.028338957249184588,0.02814136547601193,2.1242157276679987,0.8737047413118386,0.03479740232497524,0.028684571672150647,0.022663793459696838,Weather,1,24
7
+ noaa_coops_sf_water_level_water_level/6min/short,Toto-2.0-1B,0.18931579102260981,0.18931579102260981,0.3612305333216985,0.43707818665285153,0.24622676277429195,0.2946901003584721,2.412039349635547,0.4351043449824534,0.3231093247358821,0.2682504898917143,0.21468613825853022,Ocean,1,60
8
+ noaa_ndbc_46013_realtime_wave_height/10min/short,Toto-2.0-1B,0.10825402142085869,0.10825402142085869,0.2689776139126884,0.6167638880325731,0.17244842835265542,0.15225080893755794,4.027208291103891,0.32901978879827076,0.19306783952470305,0.15783526877914458,0.1584175965617015,Ocean,1,72
9
+ nws_ksfo_observations_temperature/1h/short,Toto-2.0-1B,0.8005811012751943,0.8005811012751943,0.8531517585118612,0.46012679110752064,0.060831558096829226,0.0588604338996688,1.56063467732976,0.8947519775195774,0.06338266893206634,0.060435782001257814,0.043441361367771235,Weather,1,24
10
+ open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,Toto-2.0-1B,63.78180395139437,63.78180395139437,6.326497713724772,0.4868817343269985,0.1587439875798168,0.16925347566430957,2.8911998898063356,7.986351103688992,0.2145186642289153,0.16993390613250647,0.17809914838746657,Air Quality,1,24
11
+ open_meteo_shanghai_hourly_temperature_2m/1h/short,Toto-2.0-1B,3.2300529986947972,3.2300529986947972,1.6592017809549968,1.4879878262141875,0.06158607178305047,0.06346094003573839,11.047782570936263,1.7972348201319708,0.06745955294590227,0.062278456402291384,0.048794155338819534,Weather,1,24
12
+ usgs_earthquake_all_week_hourly_earthquake_count/1h/short,Toto-2.0-1B,21.97060154848081,21.97060154848081,4.013749957084656,0.8974844624537118,0.6127213875981967,0.4106713146488814,6.4360894816262375,4.687280826714014,0.5208089807460016,0.44597221745385063,0.31284125695012727,Hazards,1,24
13
+ usgs_potomac_iv_usgs_00060/15min/short,Toto-2.0-1B,1250.0,1250.0,25.0,nan,0.010638297872340425,0.010526315789473684,nan,35.35533905932738,0.014886458551295738,0.010526315789473684,0.010526315789473684,Hydrology,1,24
14
+ wikimedia_time_series_hourly_pageviews/1D/short,Toto-2.0-1B,110.0812754612416,110.0812754612416,7.662388392857143,0.15106000230649702,0.03136671252631033,0.030620966306749885,1.6017554272861634,10.491962421837089,0.04411035252424001,0.032214245495495494,0.045646771242270914,Web,1,7
results/toto_2_0_1b/config.json ADDED
@@ -0,0 +1,11 @@
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "model": "Toto-2.0-1B",
3
+ "model_type": "zero-shot",
4
+ "model_dtype": "float32",
5
+ "model_link": "https://tsfm.ai/models/Datadog/Toto-2.0-1B",
6
+ "code_link": "https://github.com/zhouziyu02/TS-Live/blob/main/scripts/run_online_eval.py",
7
+ "org": "Datadog / TSFM.ai",
8
+ "testdata_leakage": "No",
9
+ "replication_code_available": "Yes",
10
+ "api_model_id": "Datadog/Toto-2.0-1B"
11
+ }
results/toto_2_0_1b/online_meta.json ADDED
@@ -0,0 +1,26 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "model": "Toto-2.0-1B",
3
+ "api_model_id": "Datadog/Toto-2.0-1B",
4
+ "evaluated_at": "2026-07-03T07:46:15.555575+00:00",
5
+ "datasets": [
6
+ {
7
+ "dataset": "task_binance_btcusdt_1h_crypto_btcusdt_close_20260702t070000z",
8
+ "data_fetched_at": "2026-07-03T07:44:18.998336Z",
9
+ "context_length": 96,
10
+ "prediction_length": 24
11
+ },
12
+ {
13
+ "dataset": "task_data_gov_sg_singapore_rainfall_5min_data_gov_sg_rainfall_station_s213_rainfall_5min_total_20260703t043500z",
14
+ "data_fetched_at": "2026-07-03T07:44:18.998336Z",
15
+ "context_length": 288,
16
+ "prediction_length": 36
17
+ },
18
+ {
19
+ "dataset": "task_usgs_potomac_iv_usgs_site_01646500_usgs_00060_20260703t043000z",
20
+ "data_fetched_at": "2026-07-03T07:44:18.998336Z",
21
+ "context_length": 96,
22
+ "prediction_length": 24
23
+ }
24
+ ],
25
+ "failed_datasets": []
26
+ }