Question Answering on PolicyQA (test) benchmark leaderboard · SOTA2 Research

Question Answering on PolicyQA (test)

0.484SAEGPT-4o-mini Multi-agent-few

Evaluation Results

Method	Links
GPT-4o-mini Multi-agent-few2025.06		0.484	0.46	0.475	0.473	0.469	0.467	0.471	0.006	0.024
GPT-4o-mini Few2025.06		0.478	0.423	0.458	0.452	0.444	0.438	0.449	0.014	0.055
DeepSeek-R1 Multi-agent-few2025.06		0.474	0.476	0.494	0.48	0.487	0.48	0.482	0.006	0.02
GPT-4o-mini Multi-agent-zero2025.06		0.464	0.444	0.451	0.458	0.447	0.445	0.452	0.006	0.02
DeepSeek-R1 Zero2025.06		0.455	0.436	0.429	0.437	0.422	0.422	0.434	0.009	0.033
DeepSeek-R1 Multi-agent-zero2025.06		0.451	0.48	0.474	0.483	0.463	0.481	0.472	0.01	0.032
DeepSeek-R1 Few2025.06		0.446	0.483	0.468	0.472	0.492	0.477	0.473	0.011	0.046
Llama 3.1 Few2025.06		0.412	0.332	0.36	0.357	0.393	0.37	0.371	0.021	0.08
Llama 3.1 Multi-agent-few2025.06		0.4	0.38	0.391	0.385	0.394	0.372	0.387	0.008	0.028
Llama 3.1 Multi-agent-zero2025.06		0.381	0.374	0.368	0.358	0.372	0.368	0.37	0.006	0.023
GPT-4o-mini Zero2025.06		0.352	0.343	0.332	0.338	0.331	0.323	0.337	0.008	0.029
Llama 3.1 Zero2025.06		0.31	0.26	0.268	0.231	0.237	0.289	0.266	0.023	0.079