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

Long-term Time Series Forecasting on AQSHUNYI

0.621MSEPESD-TSF

Evaluation Results

Method	Links
PESD-TSF2026.05		0.621	0.461
TIMEBASE2026.05		0.629	0.489
PATCHTST2026.05		0.643	0.476
PESD-TSF2026.05		0.654	0.481
TIMEBASE2026.05		0.661	0.5
PESD-TSF2026.05		0.665	0.488
PESD-TSF2026.05		0.665	0.488
TimeBase2026.05		0.675	0.506
TIMEBASE2026.05		0.675	0.506
TIMEBASE2026.05		0.683	0.51
PESD-TSF2026.05		0.684	0.503
iTRANS*2026.05		0.686	0.508
PatchTST2026.05		0.691	0.503
PATCHTST2026.05		0.691	0.503
PATCHTST2026.05		0.692	0.501
PATCHTST2026.05		0.695	0.514
TIMEMIXER2026.05		0.703	0.534
PESD-TSF2026.05		0.704	0.507
TIMEMIXER2026.05		0.72	0.524
iTrans*2026.05		0.723	0.52
iTRANS*2026.05		0.723	0.52
TIMEBASE2026.05		0.725	0.523
iTRANS*2026.05		0.728	0.52
iTRANS*2026.05		0.732	0.529
PATCHTST2026.05		0.732	0.52
TimeMixer2026.05		0.736	0.536
TIMEMIXER2026.05		0.736	0.536
iTRANS*2026.05		0.744	0.524
TIMEMIXER2026.05		0.747	0.546
DLINEAR2026.05		0.748	0.559
SPARSETSF2026.05		0.751	0.553
DLINEAR2026.05		0.751	0.579
SPARSETSF2026.05		0.752	0.544
FITS2026.05		0.755	0.544
DLinear2026.05		0.757	0.572
DLINEAR2026.05		0.757	0.572
DLINEAR2026.05		0.758	0.58
FITS2026.05		0.759	0.555
SparseTSF2026.05		0.76	0.546
SPARSETSF2026.05		0.76	0.546
FITS2026.05		0.763	0.548
SPARSETSF2026.05		0.763	0.537
FITS2026.05		0.763	0.538
FITS2026.05		0.763	0.548
DLINEAR2026.05		0.771	0.571
TIMEMIXER2026.05		0.772	0.541
SPARSETSF2026.05		0.774	0.551
FITS2026.05		0.774	0.553