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

Long-term Forecasting on Electricity 5% few-shot

0.195MSEFL-iTransformer

Evaluation Results

Method	Links
FL-iTransformer2026.04		0.195	0.277
FL-iTransformer2026.04		0.201	0.285
FL-iTransformer2026.04		0.221	0.306
FEDPM2026.04		0.23	0.321
FEDPM2026.04		0.232	0.325
FL-PatchTST2026.04		0.235	0.334
FL-PatchTST2026.04		0.241	0.342
FL-PatchTST2026.04		0.241	0.335
FEDPM2026.04		0.249	0.341
FEDPM2026.04		0.279	0.362
UniTime2026.04		0.281	0.371
UniTime2026.04		0.283	0.377
Cen-PatchTST2026.04		0.293	0.382
UniTime2026.04		0.294	0.385
Cen-PatchTST2026.04		0.295	0.379
Time-FFM2026.04		0.305	0.391
Cen-PatchTST2026.04		0.308	0.392
Time-FFM2026.04		0.312	0.394
FL-PatchTST2026.04		0.316	0.39
Time-FFM2026.04		0.321	0.401
FL-iTransformer2026.04		0.323	0.392
UniTime2026.04		0.335	0.413
Cen-PatchTST2026.04		0.341	0.413
Time-FFM2026.04		0.358	0.427
FFTS2026.04		0.36	0.44
FFTS2026.04		0.374	0.449
FFTS2026.04		0.392	0.466
FFTS2026.04		0.827	0.744
TOTEM2026.04		1.014	0.82
TOTEM2026.04		1.025	0.822
TOTEM2026.04		1.038	0.828
TOTEM2026.04		1.044	0.831