Long-term Forecasting on DS -> TT benchmark leaderboard · SOTA2 Research

Long-term Forecasting on DS -> TT

0.426MSEPyraformer

Evaluation Results

Method	Links
Pyraformer2026.03		0.426	0.477
ETSformer2026.03		0.475	0.52
GPT4AP2026.03		0.489	0.368
Pyraformer2026.03		0.493	0.527
DLinear2026.03		0.516	0.541
Pyraformer2026.03		0.524	0.553
GPT4AP2026.03		0.546	0.398
ETSformer2026.03		0.55	0.554
GPT4AP2026.03		0.556	0.405
FiLM2026.03		0.558	0.548
GPT4AP2026.03		0.572	0.417
Transformer2026.03		0.574	0.573
Transformer2026.03		0.583	0.564
Pyraformer2026.03		0.585	0.594
Transformer2026.03		0.587	0.563
DLinear2026.03		0.592	0.577
Pyraformer2026.03		0.593	0.615
Transformer2026.03		0.595	0.578
Informer2026.03		0.605	0.59
ETSformer2026.03		0.607	0.581
GPT4AP2026.03		0.617	0.438
Informer2026.03		0.619	0.593
DLinear2026.03		0.62	0.589
Transformer2026.03		0.636	0.61
Informer2026.03		0.644	0.613
DLinear2026.03		0.656	0.606
ETSformer2026.03		0.659	0.609
Informer2026.03		0.662	0.606
FiLM2026.03		0.665	0.598
Informer2026.03		0.69	0.662
FiLM2026.03		0.705	0.613
DLinear2026.03		0.716	0.632
ETSformer2026.03		0.743	0.642
FiLM2026.03		0.756	0.635
FiLM2026.03		0.842	0.671