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

Long-term Forecasting on Electricity 10% few-shot

0.184MSEFL-iTransformer

Evaluation Results

Method	Links
FL-iTransformer2026.04		0.184	0.271
FL-iTransformer2026.04		0.191	0.277
FL-iTransformer2026.04		0.215	0.3
FL-PatchTST2026.04		0.218	0.314
FEDPM2026.04		0.225	0.316
FEDPM2026.04		0.228	0.322
UniTime2026.04		0.236	0.327
UniTime2026.04		0.236	0.328
FL-PatchTST2026.04		0.246	0.351
FEDPM2026.04		0.246	0.337
Time-FFM2026.04		0.247	0.33
Time-FFM2026.04		0.249	0.329
UniTime2026.04		0.25	0.341
FL-PatchTST2026.04		0.262	0.364
FL-iTransformer2026.04		0.265	0.34
Time-FFM2026.04		0.267	0.346
FEDPM2026.04		0.279	0.361
FL-PatchTST2026.04		0.282	0.362
UniTime2026.04		0.295	0.371
Time-FFM2026.04		0.3	0.368
Cen-PatchTST2026.04		0.343	0.418
Cen-PatchTST2026.04		0.344	0.416
FFTS2026.04		0.359	0.436
Cen-PatchTST2026.04		0.361	0.429
FFTS2026.04		0.374	0.448
FFTS2026.04		0.375	0.448
Cen-PatchTST2026.04		0.399	0.453
FFTS2026.04		0.417	0.475
TOTEM2026.04		0.946	0.792
TOTEM2026.04		0.946	0.794
TOTEM2026.04		0.948	0.795
TOTEM2026.04		0.956	0.8