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

Long-term Time Series Forecasting on ZAFNOO

0.41MSETIMEMIXER

Evaluation Results

Method	Links
TIMEMIXER2026.05		0.41	0.411
PATCHTST2026.05		0.412	0.413
DLINEAR2026.05		0.423	0.423
PESD-TSF2026.05		0.429	0.381
TIMEBASE2026.05		0.435	0.407
SPARSETSF2026.05		0.435	0.439
iTRANS*2026.05		0.442	0.447
FITS2026.05		0.458	0.461
TIMEBASE2026.05		0.47	0.435
TIMEMIXER2026.05		0.473	0.437
PESD-TSF2026.05		0.484	0.42
TimeBase2026.05		0.495	0.445
TIMEBASE2026.05		0.495	0.445
PESD-TSF2026.05		0.502	0.435
PESD-TSF2026.05		0.502	0.435
TimeMixer2026.05		0.505	0.464
TIMEMIXER2026.05		0.505	0.464
FITS2026.05		0.506	0.468
PatchTST2026.05		0.51	0.469
PATCHTST2026.05		0.51	0.469
TIMEBASE2026.05		0.511	0.453
PATCHTST2026.05		0.518	0.479
FITS2026.05		0.521	0.48
FITS2026.05		0.521	0.48
SPARSETSF2026.05		0.525	0.474
PESD-TSF2026.05		0.526	0.464
FITS2026.05		0.528	0.477
PATCHTST2026.05		0.528	0.477
SparseTSF2026.05		0.531	0.491
SPARSETSF2026.05		0.531	0.491
DLINEAR2026.05		0.534	0.494
iTRANS*2026.05		0.536	0.486
iTrans*2026.05		0.54	0.5
DLinear2026.05		0.54	0.495
iTRANS*2026.05		0.54	0.5
DLINEAR2026.05		0.54	0.495
SPARSETSF2026.05		0.548	0.509
TIMEMIXER2026.05		0.56	0.487
iTRANS*2026.05		0.56	0.522
TIMEBASE2026.05		0.565	0.484
PESD-TSF2026.05		0.569	0.478
TIMEMIXER2026.05		0.576	0.52
PATCHTST2026.05		0.581	0.506
FITS2026.05		0.59	0.515
DLINEAR2026.05		0.596	0.537
DLINEAR2026.05		0.606	0.527
SPARSETSF2026.05		0.617	0.54
iTRANS*2026.05		0.623	0.546