Long-term Forecasting on ETTm1 5% few-shot benchmark leaderboard · SOTA2 Research

Long-term Forecasting on ETTm1 5% few-shot

0.472MSEFEDPM

Evaluation Results

Method	Links
FEDPM2026.04		0.472	0.441
FEDPM2026.04		0.499	0.461
Time-FFM2026.04		0.515	0.459
FFTS2026.04		0.538	0.492
Time-FFM2026.04		0.55	0.478
FEDPM2026.04		0.558	0.49
Cen-PatchTST2026.04		0.559	0.477
Time-FFM2026.04		0.563	0.491
FFTS2026.04		0.565	0.507
UniTime2026.04		0.576	0.498
Cen-PatchTST2026.04		0.587	0.497
Cen-PatchTST2026.04		0.588	0.493
UniTime2026.04		0.617	0.52
FFTS2026.04		0.619	0.531
FEDPM2026.04		0.624	0.529
Cen-PatchTST2026.04		0.631	0.522
UniTime2026.04		0.633	0.533
Time-FFM2026.04		0.641	0.536
FFTS2026.04		0.729	0.601
FL-PatchTST2026.04		0.839	0.562
FL-PatchTST2026.04		0.866	0.548
FL-PatchTST2026.04		0.869	0.558
FL-iTransformer2026.04		0.879	0.601
TOTEM2026.04		0.892	0.695
TOTEM2026.04		0.894	0.697
TOTEM2026.04		0.905	0.691
TOTEM2026.04		0.928	0.693
FL-PatchTST2026.04		1.024	0.649
UniTime2026.04		1.028	0.68
FL-iTransformer2026.04		1.093	0.671
FL-iTransformer2026.04		1.112	0.69
FL-iTransformer2026.04		1.235	0.736