Long-term Forecasting on ETTm2 10% few-shot benchmark leaderboard · SOTA2 Research

Long-term Forecasting on ETTm2 10% few-shot

0.129MSEFFTS

Evaluation Results

Method	Links
FFTS2026.04		0.129	0.245
FFTS2026.04		0.154	0.267
FFTS2026.04		0.188	0.293
UniTime2026.04		0.192	0.274
FL-PatchTST2026.04		0.194	0.272
Time-FFM2026.04		0.195	0.277
FEDPM2026.04		0.211	0.274
FL-iTransformer2026.04		0.218	0.294
FFTS2026.04		0.246	0.333
Cen-PatchTST2026.04		0.255	0.329
Time-FFM2026.04		0.256	0.313
UniTime2026.04		0.256	0.313
FL-PatchTST2026.04		0.257	0.313
TOTEM2026.04		0.26	0.35
FEDPM2026.04		0.267	0.311
FL-iTransformer2026.04		0.293	0.34
Cen-PatchTST2026.04		0.312	0.36
Time-FFM2026.04		0.314	0.348
UniTime2026.04		0.32	0.352
FEDPM2026.04		0.325	0.347
FL-PatchTST2026.04		0.327	0.356
TOTEM2026.04		0.347	0.417
Cen-PatchTST2026.04		0.359	0.384
FL-iTransformer2026.04		0.393	0.396
TOTEM2026.04		0.399	0.447
Time-FFM2026.04		0.412	0.403
FEDPM2026.04		0.424	0.403
UniTime2026.04		0.429	0.413
FL-PatchTST2026.04		0.437	0.417
Cen-PatchTST2026.04		0.465	0.44
TOTEM2026.04		0.514	0.509
FL-iTransformer2026.04		0.587	0.48