Long-term forecasting on ETTm1 T=720 benchmark leaderboard · SOTA2 Research

Long-term forecasting on ETTm1 T=720

0.39MSETimeMixer

Evaluation Results

Method	Links
TimeMixer2026.04		0.39	0.404
Phaseformer2026.05		0.412	0.41
TimeBase2026.05		0.413	0.414
TimeMixer2024.06		0.415	0.417
DLinear2026.04		0.415	0.415
PatchTST2024.06		0.416	0.42
LeapTS2026.05		0.417	0.419
FITS2026.05		0.417	0.417
SparseTSF2026.05		0.419	0.413
PatchTST2026.05		0.42	0.421
AMD2024.06		0.421	0.416
DLinear2024.06		0.425	0.421
MTS-Mixers2024.06		0.427	0.432
iTransformer2026.05		0.437	0.439
FEDformer2024.06		0.446	0.458
TriTS2026.04		0.447	0.428
WPMixer2026.04		0.45	0.441
TimeMixer2026.05		0.452	0.457
MICN2024.06		0.459	0.464
VisionTS2026.04		0.461	0.442
FEDformer2026.05		0.462	0.479
VisionTS++2026.04		0.463	0.448
FDNet2026.04		0.465	0.44
PatchTST2026.04		0.475	0.453
TimesNet2024.06		0.478	0.45
iTransformer2026.04		0.486	0.456
iTransformer2024.06		0.491	0.459
Crossformer2026.05		0.532	0.512
Crossformer2024.06		0.6	0.547