Time Series Forecasting on Sdwpfm2 benchmark leaderboard · SOTA2 Research

Time Series Forecasting on Sdwpfm2

0.394MSEAmplifier

Evaluation Results

Method	Links
Amplifier2026.03		0.394	0.462
GCGNet2026.03		0.41	0.443
TFT2026.03		0.411	0.458
PatchTST2026.03		0.418	0.492
DUET2026.03		0.445	0.452
GCGNet2026.03		0.458	0.479
TiDE2026.03		0.461	0.492
TimeKAN2026.03		0.474	0.538
TFT2026.03		0.476	0.488
TiDE2026.03		0.486	0.516
Amplifier2026.03		0.491	0.512
TimeKAN2026.03		0.497	0.564
GCGNet2026.03		0.505	0.514
xPatch2026.03		0.508	0.478
PatchTST2026.03		0.51	0.547
TiDE2026.03		0.511	0.54
DUET2026.03		0.514	0.49
xPatch2026.03		0.516	0.495
TimeKAN2026.03		0.52	0.589
xPatch2026.03		0.523	0.513
TFT2026.03		0.541	0.519
CrossLinear2026.03		0.57	0.563
DUET2026.03		0.584	0.528
Amplifier2026.03		0.587	0.563
PatchTST2026.03		0.602	0.603
TimeXer2026.03		0.627	0.57
CrossLinear2026.03		0.662	0.615
CrossLinear2026.03		0.755	0.666
CrossLinear2026.03		0.8	0.687
TimeXer2026.03		0.803	0.653
TimeXer2026.03		0.803	0.653
TiDE2026.03		0.816	0.682
DUET2026.03		0.82	0.641
GCGNet2026.03		0.825	0.633
PatchTST2026.03		0.834	0.714
TimeKAN2026.03		0.836	0.701
xPatch2026.03		0.85	0.632
Amplifier2026.03		0.942	0.732
TimeXer2026.03		0.978	0.736
TFT2026.03		1.044	0.767