Action Quality Assessment on Fis-V 2-class benchmark leaderboard · SOTA2 Research

Action Quality Assessment on Fis-V 2-class

0.824Spearman Correlation ({v, f})LIMSSR

Evaluation Results

Method	Links
LIMSSR2026.05		0.824	10.17	0.822	11.31	0.693	16.16	0.79	11.91	0.677	17.19	0.578	23.8	0.743	15.09	0.841	10.19
MCMoE2026.05		0.813	11.02	0.787	14.64	0.727	17.41	0.765	15.14	0.698	15.39	0.557	28.54	0.734	17.02	0.829	12.15
PAMFN2026.05		0.801	33.49	0.661	54.34	0.622	110.5	0.644	84.93	0.616	110.42	0.141	86.16	0.61	79.97	0.822	15.33
MoMKE2026.05		0.754	14.84	0.689	20.6	0.646	19.62	0.684	23.16	0.654	22.46	0.497	29.09	0.66	21.63	0.747	17.3
SDR-GNN2026.05		0.752	14.99	0.68	20.62	0.619	20.89	0.689	20.26	0.648	21.5	0.479	32.13	0.651	21.73	0.733	16.45
IMDer2026.05		0.748	15.19	0.658	22.66	0.568	23.99	0.675	25.45	0.618	26.38	0.405	31.96	0.622	24.27	0.703	17.02
GCNet2026.05		0.738	19.86	0.656	21.32	0.594	21.72	0.667	20.87	0.602	19.61	0.455	34.77	0.626	23.03	0.698	16.93
MLP-Mixer2026.05		0.732	30.34	0.651	46.7	0.572	26.96	0.618	48.46	0.546	27.18	0.325	67.25	0.586	41.15	0.772	13.97
ActionMAE2026.05		0.704	33.54	0.678	27.61	0.575	25.55	0.616	40.07	0.484	24.87	0.486	29.29	0.597	30.16	0.698	17.34