Long-term forecasting on ETTh2 v1 (test) benchmark leaderboard · SOTA2 Research

Long-term forecasting on ETTh2 v1 (test)

0.288MSEPatchTST

Evaluation Results

Method	Links
PatchTST2026.04		0.288	0.341
AdaMamba2026.04		0.29	0.341
TimeMixer2026.04		0.316	0.384
PatchTST2026.04		0.324	0.381
TS-Memory2026.02		0.34	0.378
Sundial2026.02		0.344	0.38
TS-Memory2026.02		0.35	0.378
TS-Memory2026.02		0.354	0.375
TSMixer2026.04		0.355	0.401
AdaMamba2026.04		0.363	0.389
TS-Memory2026.02		0.364	0.398
PatchTST2026.04		0.364	0.391
Fredformer2024.06		0.365	0.393
ChronosBolt2026.02		0.367	0.38
ST-PT2026.04		0.368	0.399
AdaMamba2026.04		0.371	0.399
PatchTST2026.04		0.371	0.399
TimesNet2026.04		0.371	0.404
Attraos2024.02		0.372	0.399
RWKV-TS2024.02		0.375	0.402
Chronos22026.02		0.376	0.383
PatchTST2024.02		0.38	0.406
S-Mamba2024.02		0.381	0.407
InvTrm2024.02		0.383	0.407
iTransformer2024.06		0.383	0.407
Mamba4TS2024.02		0.386	0.41
PatchTST2024.06		0.387	0.407
GPT-TS2024.02		0.389	0.414
Koopa2024.02		0.397	0.417
TimesFM2026.02		0.402	0.409
TimeMachine2026.04		0.407	0.422
AdaMamba2026.04		0.412	0.425
Affirm2026.04		0.417	0.44
AdaMamba2026.04		0.42	0.44
DLinear2024.02		0.564	0.52
Crossformer2026.04		0.564	0.548