ziyuzhou02 commited on
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9df67fa
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verified ·
1 Parent(s): fe256b7

Update results: timesfm_2_5/all_results.csv

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results/timesfm_2_5/all_results.csv CHANGED
@@ -1,8 +1,9 @@
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  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-2.5,1219064.9854685466,835565.3181101481,884.322265625,0.97857792276093,0.012057590756120376,0.011980322700327062,53.58648546814461,1104.1127593993951,0.015042171211020878,0.0120477974844572,0.015083192708183289,Finance,1
3
- coingecko_bitcoin_7d_price_usd/1h/short,TimesFM-2.5,1230621.6017862957,849700.2018839518,888.9869791666666,0.9620628334321281,0.012141146014077656,0.012062308830606919,52.43584047207273,1109.3338549716652,0.015136772575028212,0.012130156909482296,0.015134561186691181,Finance,1
4
- nasa_power_shanghai_hourly_T2M/1h/short,TimesFM-2.5,7.933177144345336,11.399316419632365,2.7634520530700684,0.8045764238845047,0.10092765997658189,0.10842496844555281,9.535674024816261,2.8165896300926296,0.10973904153296879,0.10766871268224146,0.07858026268608374,Weather,1
5
- noaa_coops_sf_water_level_water_level/6min/short,TimesFM-2.5,0.0015351705280940802,0.0024778745030360483,0.04266408085823059,2.675305425612182,0.03174085850119802,0.03239086232536759,12.171508226109887,0.03918125225275578,0.030699292812490016,0.03342815850788563,0.021909742273566946,Ocean,1
6
- nws_ksfo_observations_temperature/1h/short,TimesFM-2.5,7.230681060140189,6.612742760992963,2.0171178181966147,2.4826065454727564,0.12987325798582047,0.11728228771068923,97.8729589413374,2.68899257346319,0.15875970913435808,0.11909182690459717,0.12032840390405451,Weather,1
7
- open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,TimesFM-2.5,1370.1968184538339,1568.2607702783378,32.57473762830099,1.429238945300226,0.48036513469849956,0.6789653743383695,33.04442361416721,37.016169689121455,0.6308678478504538,0.5551723691146495,0.45629084448376683,Air Quality,1
8
- usgs_potomac_iv_usgs_00060/15min/short,TimesFM-2.5,203315.88810078302,267129.3128611247,408.2639973958333,nan,0.014499470105041025,0.014667487665793741,nan,450.90563103689783,0.01619777749571254,0.01466597206630744,0.011492126628270052,Hydrology,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-2.5,128683.30805714925,113531.7177810669,306.6442057291667,0.310402719210299,0.004173552259088759,0.00418226289587589,18.855602253326083,358.724557365605,0.004884900933962857,0.00417570120641071,0.006474499535790383,Finance,1
3
+ coingecko_bitcoin_7d_price_usd/1h/short,TimesFM-2.5,327790.00951639813,74042.63284556071,191.68912760416666,0.19567528974027992,0.0026211933058177244,0.0026152923841559067,29.424210849977925,572.529483534602,0.007810750600530211,0.002615124655774812,0.007617112553177051,Finance,1
4
+ nasa_power_shanghai_hourly_T2M/1h/short,TimesFM-2.5,9.063419733296996,12.825034784861751,2.906990130742391,0.8583631944323016,0.10555142074526432,0.11400591450383131,10.972265440244044,3.0105514002084397,0.11729611641499448,0.1132611961945547,0.08306449670719669,Weather,1
5
+ noaa_coops_sf_water_level_water_level/6min/short,TimesFM-2.5,0.04737820926057464,0.05629790237152162,0.19339880843957266,12.732421544175077,0.10290941790860797,0.11130894492674963,290.20868593214095,0.21766536072736664,0.12166872920637357,0.10810441851766461,0.08908031483561962,Ocean,1
6
+ noaa_ndbc_46013_realtime_wave_height/10min/short,TimesFM-2.5,0.035698172771728785,0.03433288561566409,0.15962676207224527,1.827053678699856,0.06561632476779071,0.06486597545185024,52.676140726375195,0.18893960085627573,0.07570200843136093,0.06395729870021359,0.06038176247061725,Ocean,1
7
+ open_meteo_shanghai_air_quality_hourly_pm2_5/1h/short,TimesFM-2.5,1302.31361563013,1466.3991980917208,30.77073923746745,1.3661547296278567,0.4439147866376385,0.6217332710678976,34.33656256212379,36.087582568386736,0.6185117128047665,0.5273853573862605,0.44604125819407847,Air Quality,1
8
+ open_meteo_shanghai_hourly_temperature_2m/1h/short,TimesFM-2.5,1.0899822597763584,1.0774400791948817,0.9507859547932943,0.5547535829097597,0.04010355413315071,0.03971586928788568,15.386865131093282,1.0440221548302309,0.04280240975562835,0.03897994869043416,0.03620528220122193,Weather,1
9
+ usgs_earthquake_all_week_hourly_earthquake_count/1h/short,TimesFM-2.5,22.024555383595953,19.20091141041924,3.338621139526367,0.7606984874870203,0.49797462957168975,0.352517046582608,30.81958915010283,4.6930326425027085,0.4875878070132684,0.3468697287819602,0.37735652281379056,Hazards,1