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Time Series Forecasting

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated
0.039MSE
Time Series Forecasting on ETTh1 performance trend
869
Jun 24, 2026
0.134MSE
Time Series Forecasting on ETTh2 performance trend
796
May 26, 2026
0.105MSE
Time Series Forecasting on ETTm2 performance trend
552
Jun 16, 2026
0.001MSE
Time Series Forecasting on Weather performance trend
497
May 19, 2026
0.026MSE
Time Series Forecasting on Weather (test) performance trend
355
Jun 19, 2026
0.24MSE
Time Series Forecasting on ETTh2 (test) performance trend
314
Jul 3, 2026
0.114MSE
Time Series Forecasting on ETTm2 (MSE, MAE) performance trend
300
May 21, 2026
0.105MSE
Time Series Forecasting on Electricity (MSE, MAE) performance trend
285
Jun 17, 2026
0.046MSE
Time Series Forecasting on Electricity performance trend
161
Jun 19, 2026