Image Quality Assessment on KADID-10k (Adversarial Robustness) benchmark leaderboard · SOTA2 Research

Image Quality Assessment on KADID-10k (Adversarial Robustness)

0.954SROCC (Clean)base BiRQA

Evaluation Results

Method	Links
base BiRQA2026.02		0.954	0.568	0.295	0.35	0.503	—	—	—	—
AAT-BiRQA2026.02		0.941	0.832	0.61	0.597	0.813	0.81	0.688	0.612	0.65
base TOPIQ2026.02		0.938	0.524	0.284	0.269	0.512	—	—	—	—
AAT-TOPIQ2026.02		0.911	0.847	0.584	0.576	0.798	0.801	0.688	0.602	0.633
AT-BiRQA2026.02		0.907	0.801	0.573	0.56	0.788	0.769	0.638	0.551	0.62
R-BiRQA2026.02		0.902	0.571	0.291	0.357	0.502	0.563	0.427	0.414	0.525
base LPIPS2026.02		0.893	0.542	0.26	0.239	0.496	—	—	—	—
AT-TOPIQ2026.02		0.892	0.839	0.513	0.552	0.76	0.763	0.615	0.55	0.611
R-TOPIQ2026.02		0.879	0.533	0.305	0.314	0.509	0.572	0.431	0.456	0.52
AAT-LPIPS2026.02		0.86	0.751	0.578	0.532	0.796	0.788	0.649	0.58	0.628
R-LPIPS2026.02		0.858	0.57	0.327	0.266	0.515	0.541	0.403	0.385	0.507
AT-LPIPS2026.02		0.852	0.73	0.523	0.481	0.753	0.722	0.596	0.51	0.613