Time Series Evaluation on Human-annotated Time Series Micro-Level benchmark leaderboard · SOTA2 Research

Time Series Evaluation on Human-annotated Time Series Micro-Level

0.86Trend Spearman Correlation (ρ)Gemini-3.1-Pro

Evaluation Results

Method	Links
Gemini-3.1-Pro2026.06		0.86	0.773	0.869	0.796	0.831	0.764	0.907	0.849
Qwen3.6-Plus2026.06		0.847	0.759	0.854	0.772	0.768	0.69	0.87	0.805
GPT-5.42026.06		0.836	0.753	0.845	0.772	0.854	0.781	0.837	0.769
Claude-Sonnet-4.62026.06		0.807	0.728	0.802	0.724	0.69	0.609	0.826	0.755
Seed-1.82026.06		0.764	0.663	0.767	0.683	0.734	0.652	0.802	0.719
LLaMa-4-Maverick2026.06		0.749	0.667	0.728	0.644	0.704	0.629	0.763	0.68