Long-term Forecasting on ETTh1 v1 (test) benchmark leaderboard · SOTA2 Research

Long-term Forecasting on ETTh1 v1 (test)

0.373MSEAdaMamba

Evaluation Results

Method	Links
AdaMamba2026.04		0.373	0.398
TimeMachine2026.04		0.375	0.394
PatchTST2026.04		0.376	0.399
Affirm2026.04		0.381	0.395
STDMamba2026.04		0.384	0.408
S_Mamba2026.04		0.386	0.405
TS-Memory2026.02		0.396	0.41
Sundial2026.02		0.4	0.412
TS-Memory2026.02		0.42	0.407
TS-Memory2026.02		0.421	0.414
AdaMamba2026.04		0.428	0.433
Affirm2026.04		0.43	0.426
PatchTST2026.04		0.43	0.431
Fredformer2024.06		0.435	0.426
AdaMamba2026.04		0.441	0.44
Chronos22026.02		0.442	0.412
Affirm2026.04		0.445	0.438
ChronosBolt2026.02		0.448	0.419
TS-Memory2026.02		0.448	0.431
iTransformer2024.06		0.454	0.447
PatchTST2024.06		0.469	0.454
STDMamba2026.04		0.469	0.454
AdaMamba2026.04		0.473	0.455
Affirm2026.04		0.474	0.451
TimesFM2026.02		0.479	0.442
AdaMamba2026.04		0.49	0.474
Affirm2026.04		0.494	0.481
PatchTST2026.04		0.503	0.483