Action Quality Assessment on RG 4-class benchmark leaderboard · SOTA2 Research

Action Quality Assessment on RG 4-class

0.825Spearman Correlation ({v, f})LIMSSR

Evaluation Results

Method	Links
LIMSSR2026.05		0.825	4.88	0.809	5.49	0.656	7.72	0.781	5.61	0.671	7.17	0.359	12.86	0.71	7.29	0.855	5.07
MCMoE2026.05		0.822	5.33	0.781	5.83	0.699	8.15	0.767	6.25	0.662	8.59	0.278	13.2	0.697	7.89	0.842	4.85
PAMFN2026.05		0.764	6.78	0.616	38.87	0.448	122.11	0.658	39.86	0.483	123.44	0.131	151.69	0.543	80.46	0.819	6.64
MoMKE2026.05		0.762	5.69	0.656	7.97	0.629	9.39	0.693	8.42	0.621	10.08	0.264	13.25	0.623	9.13	0.747	6.18
SDR-GNN2026.05		0.758	6.08	0.655	7.38	0.612	9.4	0.727	7.77	0.591	9.8	0.264	13.53	0.621	8.99	0.742	6.35
IMDer2026.05		0.746	6.03	0.646	7.55	0.569	8.8	0.699	7.59	0.596	9.35	0.206	14.19	0.598	8.92	0.724	6.37
GCNet2026.05		0.738	6.69	0.638	7.95	0.556	11.75	0.701	8.12	0.568	36.01	0.225	15.2	0.591	14.29	0.716	6.45
MLP-Mixer2026.05		0.733	7.23	0.614	14.09	0.485	10.18	0.655	9.67	0.566	11.45	0.244	16.01	0.567	11.44	0.754	7.48
ActionMAE2026.05		0.724	7.3	0.621	8.76	0.545	10.39	0.689	12.41	0.521	11.29	0.251	16.84	0.575	11.16	0.709	7.01