Long-term Forecasting on ETTm2 5% few-shot benchmark leaderboard · SOTA2 Research

Long-term Forecasting on ETTm2 5% few-shot

0.128MSEFFTS

Evaluation Results

Method	Links
FFTS2026.04		0.128	0.242
FFTS2026.04		0.155	0.266
Time-FFM2026.04		0.192	0.272
FFTS2026.04		0.193	0.296
UniTime2026.04		0.198	0.279
Cen-PatchTST2026.04		0.2	0.282
FL-PatchTST2026.04		0.201	0.283
FEDPM2026.04		0.21	0.277
FL-iTransformer2026.04		0.244	0.322
Time-FFM2026.04		0.254	0.311
FFTS2026.04		0.254	0.339
Cen-PatchTST2026.04		0.26	0.318
FL-PatchTST2026.04		0.261	0.314
UniTime2026.04		0.266	0.323
FEDPM2026.04		0.271	0.315
Time-FFM2026.04		0.312	0.346
Cen-PatchTST2026.04		0.318	0.352
FEDPM2026.04		0.328	0.351
FL-iTransformer2026.04		0.336	0.374
UniTime2026.04		0.337	0.366
FL-PatchTST2026.04		0.341	0.365
TOTEM2026.04		0.382	0.465
Time-FFM2026.04		0.415	0.403
Cen-PatchTST2026.04		0.419	0.407
FEDPM2026.04		0.431	0.409
UniTime2026.04		0.453	0.43
FL-iTransformer2026.04		0.457	0.44
FL-PatchTST2026.04		0.512	0.454
TOTEM2026.04		0.559	0.557
TOTEM2026.04		0.719	0.629
FL-iTransformer2026.04		0.822	0.584
TOTEM2026.04		0.872	0.688