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

Long-term Forecasting on Weather 10% few-shot

0.173MSEFEDPM

Evaluation Results

Method	Links
FEDPM2026.04		0.173	0.218
FL-PatchTST2026.04		0.182	0.219
TOTEM2026.04		0.188	0.243
UniTime2026.04		0.191	0.242
FFTS2026.04		0.196	0.243
FL-iTransformer2026.04		0.199	0.233
Time-FFM2026.04		0.207	0.258
Cen-PatchTST2026.04		0.215	0.259
FEDPM2026.04		0.218	0.259
TOTEM2026.04		0.223	0.271
FL-PatchTST2026.04		0.235	0.264
UniTime2026.04		0.24	0.278
FFTS2026.04		0.243	0.277
Time-FFM2026.04		0.259	0.297
Cen-PatchTST2026.04		0.265	0.297
TOTEM2026.04		0.27	0.303
FEDPM2026.04		0.272	0.299
FL-iTransformer2026.04		0.281	0.293
UniTime2026.04		0.293	0.315
FFTS2026.04		0.295	0.312
FL-PatchTST2026.04		0.298	0.311
Time-FFM2026.04		0.306	0.327
Cen-PatchTST2026.04		0.318	0.332
FEDPM2026.04		0.343	0.343
TOTEM2026.04		0.344	0.346
UniTime2026.04		0.365	0.36
FFTS2026.04		0.367	0.358
FL-iTransformer2026.04		0.371	0.351
Time-FFM2026.04		0.381	0.374
FL-PatchTST2026.04		0.383	0.37
Cen-PatchTST2026.04		0.388	0.375
FL-iTransformer2026.04		0.564	0.449