Action Quality Assessment on RG β = 10% benchmark leaderboard · SOTA2 Research

Action Quality Assessment on RG β = 10%

0.648SRCC BallBriMA

Evaluation Results

Method	Links
BriMA2026.02		0.648	0.788	0.71	0.836	0.746	8.65	4.88	7.12	4.39	6.26	2.31	2.291	2.681	1.641	2.231
MER2026.02		0.594	0.773	0.704	0.786	0.722	8.33	6.06	8.22	5	6.77	2.223	2.843	3.093	1.87	2.473
ASAL2026.02		0.552	0.629	0.693	0.678	0.641	13.37	10.02	9.3	8.35	10.26	3.571	4.699	3.501	3.123	3.724
DER++2026.02		0.543	0.605	0.727	0.753	0.665	12.92	8.29	9.86	7.31	9.6	3.451	3.89	3.712	2.736	3.447
EWC2026.02		0.524	0.594	0.597	0.692	0.605	13.35	9.41	9.16	9.11	10.26	3.565	4.415	3.448	3.409	3.709
LwF2026.02		0.484	0.468	0.542	0.664	0.545	16.43	10.36	16.49	8.17	12.86	4.387	4.861	6.206	3.056	4.628
SI2026.02		0.481	0.597	0.605	0.685	0.597	14.61	8.7	8.63	8.74	10.17	3.903	4.083	3.249	3.271	3.626
ST-MLAVL2026.02		0.48	0.575	0.659	0.664	0.599	14.34	9.19	7.26	8.98	9.94	3.829	4.311	2.734	3.358	3.558
SLCA2026.02		0.467	0.569	0.695	0.744	0.631	18.52	8.31	23.85	8.52	14.8	4.946	3.898	8.976	3.186	5.251
Fs-Aug2026.02		0.463	0.585	0.703	0.703	0.623	14.89	8.46	12.56	8.51	11.1	3.976	3.97	4.728	3.182	3.964
MAGR2026.02		0.46	0.606	0.672	0.72	0.623	13.85	8.52	9.23	8.32	9.98	3.7	3.996	3.475	3.113	3.571
NC-FSCIL2026.02		0.457	0.62	0.664	0.731	0.628	14.1	9.06	7.7	9.4	10.06	3.766	4.248	2.899	3.515	3.607