Reward-wise QA Fairness and Alignment on GLOBALQA benchmark leaderboard · SOTA2 Research

Reward-wise QA Fairness and Alignment on GLOBALQA

0.9996FI JS ScoreAPPA

Evaluation Results

Method	Links
APPA2026.04		0.9996	0.9996	0.9993	0.824	0.884	0.882	0.809	0.871	0.857	0.896
PPO/JS2026.04		0.9995	0.9997	0.9996	0.834	0.886	0.909	0.808	0.862	0.885	0.972
APPA2026.04		0.9995	0.9996	0.9995	0.848	0.899	0.908	0.834	0.888	0.885	0.977
APPA2026.04		0.9994	0.9997	0.9995	0.861	0.912	0.916	0.843	0.898	0.891	0.963
PPO/JS2026.04		0.9994	0.9996	0.9996	0.826	0.876	0.908	0.801	0.854	0.886	0.962
PPO/JS2026.04		0.9993	0.9996	0.9992	0.81	0.862	0.877	0.786	0.84	0.854	0.905
PPO/JS2026.04		0.9695	0.9697	0.9696	0.839	0.89	0.914	0.812	0.868	0.89	0.957
PPO/JS2026.04		0.9694	0.9696	0.9695	0.826	0.879	0.905	0.802	0.857	0.883	0.962
PPO/JS2026.04		0.9693	0.9694	0.9671	0.726	0.785	0.759	0.706	0.762	0.727	0.889
SFT2026.04		0.9399	0.9394	0.9389	0.786	0.847	0.855	0.779	0.841	0.84	0.958
SFT2026.04		0.9394	0.9392	0.9369	0.73	0.791	0.763	0.724	0.788	0.75	0.933
BASE2026.04		0.9392	0.9392	0.9369	0.73	0.791	0.762	0.723	0.788	0.75	0.94
SFT2026.04		0.9391	0.9393	0.9381	0.785	0.845	0.862	0.781	0.844	0.857	0.981
BASE2026.04		0.9389	0.9392	0.9368	0.682	0.783	0.754	0.672	0.773	0.739	0.968
BASE2026.04		0.9389	0.939	0.9345	0.664	0.745	0.71	0.659	0.741	0.696	0.958