Action Quality Assessment on FS1000 benchmark leaderboard · SOTA2 Research

Action Quality Assessment on FS1000

0.907TES Spearman CorrelationLIMSSR

Evaluation Results

Method	Links
LIMSSR2026.05		0.907	64.58	0.892	6.84	0.894	0.26	0.887	0.27	0.885	0.52	0.889	0.28	0.877	0.28	0.891	10.44
MCMoE2026.05		0.9	71.69	0.872	7.43	0.876	0.26	0.882	0.26	0.872	0.52	0.886	0.26	0.874	0.29	0.881	11.53
SGN2026.05		0.89	79.08	0.85	8.4	0.84	0.31	0.85	0.32	0.82	0.61	0.85	0.33	0.83	0.37	0.849	12.77
MLP-Mixer2026.05		0.88	81.24	0.82	9.47	0.8	0.35	0.81	0.35	0.8	0.62	0.81	0.37	0.81	0.39	0.821	13.26
PAMFN2026.05		0.874	78.42	0.854	9.72	0.848	0.54	0.866	0.58	0.857	0.69	0.834	0.53	0.846	0.64	0.855	13.02
ASGTN2026.05		0.873	94.83	0.849	14.58	0.858	0.35	0.856	0.38	0.832	0.68	0.846	0.39	0.835	0.47	0.85	15.95
T²CR2026.05		0.863	107.59	0.794	15.26	0.833	0.61	0.837	0.48	0.823	0.69	0.843	0.57	0.804	0.42	0.829	17.95
CoFInAl2026.05		0.835	81.65	0.83	16.05	0.838	0.56	0.836	0.63	0.814	0.71	0.829	0.41	0.819	0.54	0.829	14.36