Action Quality Assessment on RG β = 50% benchmark leaderboard · SOTA2 Research

Action Quality Assessment on RG β = 50%

0.569SRCC (Ball)BriMA

Evaluation Results

Method	Links
BriMA2026.02		0.569	0.739	0.583	0.716	0.659	9.77	5.13	10.85	6.99	8.18	2.609	2.407	4.085	2.614	2.928
MER2026.02		0.499	0.752	0.389	0.662	0.594	10.55	5.31	15.15	8.69	9.92	2.818	2.493	5.701	3.249	3.565
ASAL2026.02		0.305	0.543	0.544	0.531	0.486	17.3	10.23	10.9	10.34	12.19	4.62	4.801	4.104	3.868	4.348
NC-FSCIL2026.02		0.226	0.561	0.499	0.625	0.49	19.37	9.44	12.41	11.24	13.11	5.172	4.428	4.669	4.205	4.619
DER++2026.02		0.225	0.51	0.467	0.571	0.452	19.68	8.74	11.32	9.73	12.37	5.257	4.1	4.262	3.639	4.315
Fs-Aug2026.02		0.216	0.508	0.535	0.651	0.492	20.09	8.95	17.78	9.84	14.17	5.366	4.199	6.692	3.68	4.984
MAGR2026.02		0.21	0.52	0.423	0.668	0.471	16.45	8.64	12.99	9.92	12	4.393	4.054	4.888	3.712	4.262
SLCA2026.02		0.198	0.508	0.406	0.658	0.458	21.03	8.52	24.52	9.72	15.95	5.618	3.997	9.23	3.637	5.62
SI2026.02		0.163	0.441	0.463	0.622	0.436	23.39	8.69	9.31	10.3	12.92	6.248	4.078	3.503	3.854	4.421
ST-MLAVL2026.02		0.142	0.436	0.444	0.613	0.422	23.42	8.67	12.21	10.08	13.59	6.255	4.067	4.595	3.77	4.672
LwF2026.02		0.136	0.227	0.31	0.628	0.342	24.18	14.04	12.91	9.02	15.04	6.458	6.584	4.858	3.373	5.318
EWC2026.02		0.046	0.41	0.37	0.528	0.349	25.13	8.95	12.72	12.47	14.82	6.712	4.201	4.786	4.664	5.091