Time Series Forecasting on Sdwpfh1 benchmark leaderboard · SOTA2 Research

Time Series Forecasting on Sdwpfh1

0.381MSEGCGNet

Evaluation Results

Method	Links
GCGNet2026.03		0.381	0.441
TFT2026.03		0.401	0.46
GCGNet2026.03		0.414	0.468
PatchTST2026.03		0.422	0.505
TiDE2026.03		0.434	0.489
GCGNet2026.03		0.446	0.495
TiDE2026.03		0.453	0.508
PatchTST2026.03		0.468	0.527
TiDE2026.03		0.472	0.527
xPatch2026.03		0.472	0.504
TFT2026.03		0.479	0.491
Amplifier2026.03		0.497	0.569
xPatch2026.03		0.498	0.505
TimeKAN2026.03		0.511	0.582
PatchTST2026.03		0.513	0.548
xPatch2026.03		0.524	0.505
DUET2026.03		0.527	0.513
Amplifier2026.03		0.537	0.598
DUET2026.03		0.539	0.516
DUET2026.03		0.551	0.519
TFT2026.03		0.557	0.523
Amplifier2026.03		0.576	0.627
TimeKAN2026.03		0.577	0.638
CrossLinear2026.03		0.614	0.601
TimeKAN2026.03		0.643	0.694
TimeXer2026.03		0.651	0.587
CrossLinear2026.03		0.671	0.625
CrossLinear2026.03		0.728	0.65
TimeXer2026.03		0.746	0.643
TimeXer2026.03		0.746	0.643
GCGNet2026.03		0.757	0.628
CrossLinear2026.03		0.768	0.702
DUET2026.03		0.78	0.637
xPatch2026.03		0.791	0.63
TFT2026.03		0.793	0.698
TimeKAN2026.03		0.804	0.72
PatchTST2026.03		0.804	0.717
TiDE2026.03		0.808	0.699
TimeXer2026.03		0.841	0.7
Amplifier2026.03		1.1	0.82