Long-term Time Series Forecasting on TEMP benchmark leaderboard · SOTA2 Research

Long-term Time Series Forecasting on TEMP

0.131MSEPESD-TSF

Evaluation Results

Method	Links
PESD-TSF2026.05		0.131	0.279
PESD-TSF2026.05		0.132	0.282
PESD-TSF2026.05		0.133	0.281
TIMEBASE2026.05		0.142	0.286
PATCHTST2026.05		0.145	0.291
SPARSETSF2026.05		0.149	0.3
TIMEBASE2026.05		0.155	0.305
iTRANS*2026.05		0.155	0.31
TIMEMIXER2026.05		0.158	0.316
PESD-TSF2026.05		0.161	0.309
PESD-TSF2026.05		0.161	0.309
TIMEMIXER2026.05		0.163	0.312
DLINEAR2026.05		0.165	0.329
PATCHTST2026.05		0.166	0.319
SPARSETSF2026.05		0.168	0.323
FITS2026.05		0.168	0.338
iTRANS*2026.05		0.168	0.324
DLINEAR2026.05		0.174	0.335
TIMEBASE2026.05		0.176	0.323
FITS2026.05		0.181	0.351
TimeBase2026.05		0.187	0.338
TIMEBASE2026.05		0.187	0.338
SPARSETSF2026.05		0.22	0.373
PATCHTST2026.05		0.221	0.374
FITS2026.05		0.223	0.381
iTRANS*2026.05		0.232	0.395
DLINEAR2026.05		0.246	0.417
TIMEMIXER2026.05		0.249	0.421
PESD-TSF2026.05		0.251	0.396
TIMEBASE2026.05		0.274	0.437
PatchTST2026.05		0.291	0.406
PATCHTST2026.05		0.291	0.406
DLinear2026.05		0.292	0.418
DLINEAR2026.05		0.292	0.418
SparseTSF2026.05		0.295	0.413
SPARSETSF2026.05		0.295	0.413
TimeMixer2026.05		0.302	0.423
iTrans*2026.05		0.302	0.423
TIMEMIXER2026.05		0.302	0.423
iTRANS*2026.05		0.302	0.423
FITS2026.05		0.315	0.442
FITS2026.05		0.315	0.442
DLINEAR2026.05		0.584	0.59
PATCHTST2026.05		0.632	0.639
TIMEMIXER2026.05		0.637	0.643
SPARSETSF2026.05		0.642	0.654
iTRANS*2026.05		0.652	0.663
FITS2026.05		0.689	0.699