Generative Model Evaluation on HPD v3 benchmark leaderboard · SOTA2 Research

Generative Model Evaluation on HPD v3

171Real ScoreDINO-FID

Evaluation Results

Method	Links
DINO-FID2026.03		171	216.4	196.9	160.3	328.1	282.3	268.9	544.7	290	527.7	0.782	0.556	0.045
MUSIQ2026.03		61.1	68	65.1	65.6	63.7	63.6	65.7	59.6	62.4	35.7	0.503	0.422	0.061
IS2026.03		26	27.5	30.1	27	29.9	22.5	32.3	13.7	24.7	20.3	0.491	0.289	0.085
FID2026.03		24.7	41.2	35.3	36.8	35.7	35.7	30.5	53.9	41.6	64.1	0.648	0.467	0.043
Human2026.03		11.48	10.55	10.43	10.26	8.2	8.19	5.31	-0.24	-3.27	-7.46	—	—	—
DEQA2026.03		4.232	4.317	4.228	4.193	4.076	3.862	4.216	2.819	3.671	1.737	0.836	0.689	0.026
CLIP-IQA2026.03		0.755	0.772	0.762	0.758	0.76	0.788	0.791	0.779	0.769	0.786	0.612	0.422	0.399
QUALI2026.03		0.694	0.753	0.721	0.73	0.724	0.703	0.724	0.618	0.703	0.407	0.503	0.422	0.055
CMMS2026.03		0.629	0.618	0.609	0.612	0.609	0.608	0.606	0.589	0.587	0.529	0.872	0.778	0.018
CLIP-FID2026.03		0.264	0.328	0.276	0.299	0.306	0.297	0.253	0.385	0.328	0.447	0.491	0.378	0.043
CMMD2026.03		0.05	0.07	0.054	0.056	0.06	0.06	0.049	0.093	0.065	0.114	0.527	0.467	0.048
CHD2026.03		0.036	0.049	0.04	0.046	0.053	0.064	0.047	0.066	0.087	0.089	0.867	0.778	0.017
KID2026.03		0.01	0.022	0.018	0.02	0.019	0.017	0.015	0.027	0.021	0.042	0.515	0.333	0.045