Action Quality Assessment on RG β = 25% benchmark leaderboard · SOTA2 Research

Action Quality Assessment on RG β = 25%

0.592SRCC (Ball)BriMA

Evaluation Results

Method	Links
BriMA2026.02		0.592	0.771	0.522	0.794	0.686	9.43	6.1	10.11	4.92	7.64	2.519	2.86	3.806	1.841	2.757
DER++2026.02		0.528	0.574	0.683	0.739	0.639	14.97	8.33	10.94	7.91	10.54	3.999	3.91	4.119	2.958	3.746
MER2026.02		0.527	0.766	0.519	0.761	0.66	9.39	7.1	13.36	5.29	8.79	2.509	3.329	5.028	1.98	3.212
ASAL2026.02		0.505	0.609	0.676	0.682	0.623	14.36	10.15	10.31	8.24	10.77	3.835	4.762	3.88	3.084	3.89
Fs-Aug2026.02		0.472	0.565	0.607	0.699	0.592	17.04	8.56	16.65	9.23	12.87	4.551	4.016	6.268	3.453	4.572
LwF2026.02		0.448	0.586	0.487	0.642	0.545	13.55	7.55	9.98	9.05	10.03	3.618	3.541	3.757	3.384	3.575
NC-FSCIL2026.02		0.422	0.608	0.615	0.721	0.601	15.04	8.85	9.87	9.07	10.71	4.016	4.15	3.717	3.394	3.819
SI2026.02		0.409	0.589	0.584	0.649	0.564	17.18	8.65	7.81	9.33	10.74	4.587	4.057	2.94	3.489	3.769
ST-MLAVL2026.02		0.406	0.576	0.549	0.674	0.558	16.89	8.42	9.39	9.15	10.96	4.512	3.949	3.536	3.423	3.855
SLCA2026.02		0.397	0.551	0.72	0.715	0.612	18.92	8.44	24.82	9.3	15.37	5.054	3.962	9.343	3.48	5.46
EWC2026.02		0.379	0.58	0.638	0.652	0.571	16.85	9.13	8.91	9.6	11.12	4.499	4.284	3.354	3.592	3.932
MAGR2026.02		0.364	0.542	0.589	0.695	0.558	15.11	8.63	11.93	8.39	11.02	4.035	4.051	4.49	3.14	3.929