Time-series Forecasting on Solar 6 hour prediction horizon (test) benchmark leaderboard · SOTA2 Research

Time-series Forecasting on Solar 6 hour prediction horizon (test)

0.043MAELoFT-LLM

Evaluation Results

Method	Links
LoFT-LLM2025.12		0.043	0.098	0.409
FreTS2025.12		0.051	0.099	0.733
iTransformer2025.12		0.054	0.1	0.781
TimesNet2025.12		0.057	0.104	0.857
TimeXer2025.12		0.059	0.103	0.981
PatchTST2025.12		0.061	0.102	1.265
FreDF2025.12		0.061	0.11	0.953
TimeLLM2025.12		0.061	0.098	0.78
GPT4TS2025.12		0.062	0.111	1.112
TimeKAN2025.12		0.064	0.108	1.268
Transformer2025.12		0.068	0.111	1.133
DLinear2025.12		0.077	0.122	2.034
FITS2025.12		0.119	0.158	2.913