Time Series Forecasting on ETTh1 (10% train) benchmark leaderboard · SOTA2 Research

Time Series Forecasting on ETTh1 (10% train)

0.359MSESSDA

Evaluation Results

Method	Links
SSDA2026.05		0.359	0.376
SSDA2026.05		0.389	0.403
SSDA2026.05		0.396	0.41
SSDA2026.05		0.396	0.41
Olivia2026.05		0.398	0.418
TTM2026.05		0.403	0.423
VisionTS2026.05		0.409	0.412
VisionTS2026.05		0.409	0.412
SSDA2026.05		0.417	0.42
SEMPO2026.05		0.417	0.435
SSDA2026.05		0.418	0.442
Time-VLM2026.05		0.431	0.442
Time-VLM2026.05		0.431	0.442
Time-LLM2026.05		0.556	0.522
Time-LLM2026.05		0.556	0.522
Time-LLM2026.05		0.556	0.522
S²IP-LLM2026.05		0.565	0.524
GPT4TS2026.05		0.59	0.525
GPT4TS2026.05		0.59	0.525
GPT-4TS2026.05		0.59	0.525
PatchTST2026.05		0.633	0.542
PatchTST2026.05		0.633	0.542
PatchTST2026.05		0.633	0.542
FEDformer2026.05		0.639	0.561
FEDformer2026.05		0.639	0.561
FEDformer2026.05		0.639	0.561
DLinear2026.05		0.691	0.6
DLinear2026.05		0.691	0.6
DLinear2026.05		0.691	0.6
TimesNet2026.05		0.869	0.628
TimesNet2026.05		0.869	0.628
TimesNet2026.05		0.869	0.628
iTransformer2026.05		0.91	0.86
Stationary2026.05		0.915	0.639
Informer2026.05		1.199	0.809
Informer2026.05		1.199	0.809