Time-series Forecasting on Solar 4 hour prediction horizon (test) benchmark leaderboard · SOTA2 Research

Time-series Forecasting on Solar 4 hour prediction horizon (test)

0.04MAELoFT-LLM

Evaluation Results

Method	Links
LoFT-LLM2025.12		0.04	0.091	0.376
FreTS2025.12		0.047	0.092	0.633
iTransformer2025.12		0.05	0.093	0.712
TimesNet2025.12		0.052	0.096	0.792
TimeXer2025.12		0.056	0.096	1.04
PatchTST2025.12		0.057	0.096	1.161
FreDF2025.12		0.057	0.103	0.906
GPT4TS2025.12		0.058	0.105	0.939
TimeLLM2025.12		0.059	0.092	0.693
TimeKAN2025.12		0.062	0.102	1.253
Transformer2025.12		0.064	0.104	1.14
DLinear2025.12		0.075	0.118	2.03
FITS2025.12		0.103	0.142	2.594