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

Long-term Forecasting on Weather 5% few-shot

0.179MSEFEDPM

Evaluation Results

Method	Links
FEDPM2026.04		0.179	0.228
FFTS2026.04		0.193	0.241
FL-PatchTST2026.04		0.196	0.233
UniTime2026.04		0.209	0.26
Time-FFM2026.04		0.214	0.265
Cen-PatchTST2026.04		0.221	0.271
FEDPM2026.04		0.223	0.27
FL-iTransformer2026.04		0.225	0.254
FFTS2026.04		0.241	0.278
FL-PatchTST2026.04		0.25	0.275
TOTEM2026.04		0.253	0.291
UniTime2026.04		0.258	0.297
Time-FFM2026.04		0.264	0.302
Cen-PatchTST2026.04		0.271	0.308
FEDPM2026.04		0.279	0.309
TOTEM2026.04		0.281	0.309
FFTS2026.04		0.294	0.315
FL-iTransformer2026.04		0.296	0.311
UniTime2026.04		0.306	0.325
Time-FFM2026.04		0.31	0.329
Cen-PatchTST2026.04		0.318	0.336
TOTEM2026.04		0.323	0.34
FL-PatchTST2026.04		0.34	0.347
FEDPM2026.04		0.347	0.352
TOTEM2026.04		0.361	0.366
FFTS2026.04		0.372	0.367
UniTime2026.04		0.38	0.371
Time-FFM2026.04		0.381	0.374
FL-iTransformer2026.04		0.388	0.365
Cen-PatchTST2026.04		0.391	0.382
FL-PatchTST2026.04		0.416	0.388
FL-iTransformer2026.04		0.51	0.431