Weather
Benchmarks
TaskDatasetSOTA resultTrendResults
Weather
85.51A-R (AUC-ROC)
20
Weather
87.6Accuracy
20
Weather TSFM-Bench
0.215MSE
20
Weather
0.053CRPS
20
Weather
26.91Mc
20
Weather T=720
0.309MSE
20
Weather (test)
69.6F1 Score
19
Weather
0.021Inference Time
19
Weather T=96
0.145MSE
19
Weather
0.676MAE
18
Weather
82.66Aff-F Score
18
WEATHER-5K
1.94Temperature MAE
17
Weather standard (test)
0.161MSE
17
Weather Benchmark I
0.158WQL
16
Weather Time-wise missing
56.548MAPE
16
Weather Point-wise missing
47.52MAPE
16
Weather standard (test)
0.145MSE
16
Weather
10.7Inference Time (s)
15
Weather Missing-value MTS
0.165MSE
15
Weather Heterogeneous-frequency MTS
0.148MSE
15
Weather Regular MTS
0.164MSE
15
Weather 20% Missing-value MTS
0.211MAE
15
Weather Heterogeneous-frequency MTS
0.204MAE
15
Weather Regular MTS
0.209MAE
15
Weather
71.53TailAUC
15