Reward Modeling on PAM∃LA held-out users (test) benchmark leaderboard · SOTA2 Research

Reward Modeling on PAM∃LA held-out users (test)

0.4514User SROCCPAM∃LA

Evaluation Results

Method	Links
PAM∃LA2026.04		0.4514	0.5269	0.4722	0.6116	66.31	67.98
HPSv32026.04		0.4019	0.5076	0.4444	0.588	64.27	67.73
ImageReward2026.04		0.2841	0.2314	0.2855	0.2044	59.78	57.62
Q-Align2026.04		0.2677	0.3273	0.2906	0.3606	59.32	61.09
Q-Align2026.04		0.2497	0.329	0.2416	0.3244	58.65	60.96
DeQA2026.04		0.2371	0.2864	0.2105	0.2741	58.18	59.5
LAION2026.04		0.1516	0.1511	0.1471	0.1426	51.1	51.56