Long-term forecasting on ETTm2 T=720 benchmark leaderboard · SOTA2 Research

Long-term forecasting on ETTm2 T=720

0.351MSELeapTS

Evaluation Results

Method	Links
LeapTS2026.05		0.351	0.383
Phaseformer2026.05		0.351	0.379
PatchTST2026.05		0.352	0.386
TimeBase2026.05		0.352	0.38
FITS2026.05		0.352	0.38
SparseTSF2026.05		0.353	0.38
AMD2024.06		0.356	0.382
TimeMixer2024.06		0.359	0.383
TriTS2026.04		0.361	0.365
PatchTST2024.06		0.362	0.385
TimeMixer2026.05		0.38	0.412
VisionTS++2026.04		0.381	0.388
VisionTS2026.04		0.384	0.392
iTransformer2026.05		0.387	0.407
MICN2024.06		0.389	0.409
TimeMixer2026.04		0.391	0.396
MTS-Mixers2024.06		0.396	0.398
DLinear2024.06		0.397	0.421
FDNet2026.04		0.399	0.397
WPMixer2026.04		0.401	0.399
PatchTST2026.04		0.407	0.401
FEDformer2024.06		0.41	0.42
iTransformer2024.06		0.412	0.407
iTransformer2026.04		0.412	0.406
FEDformer2026.05		0.451	0.499
TimesNet2024.06		0.497	0.403
DLinear2026.04		0.558	0.525
Crossformer2026.05		0.574	0.525
Crossformer2024.06		0.996	0.75