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

Action Quality Assessment on Fis-V

0.792TES Spearman CorrelationLIMSSR

Evaluation Results

Method	Links
LIMSSR2026.05		0.792	14.82	0.88	5.55	0.841	10.19
MCMoE2026.05		0.759	18.5	0.88	5.81	0.829	12.15
PAMFN2026.05		0.754	22.5	0.872	8.16	0.822	15.33
PAMFN2026.05		0.754	22.5	0.872	8.16	0.822	15.33
PIDNet2026.05		0.744	19.09	0.877	7.33	0.821	13.21
QGLV2026.05		0.727	18.65	0.868	6.5	0.809	12.58
CoFInAl2026.05		0.716	20.76	0.843	7.91	0.788	14.34
CoFInAI2026.05		0.716	20.76	0.843	7.91	0.788	14.34
UMT2026.05		0.716	—	0.822	—	0.774	—
ASGTN2026.05		0.703	21.37	0.845	10.75	0.784	16.06
T²CR2026.05		0.702	20.84	0.811	8.1	0.762	14.47
VATP-Net2026.05		0.702	—	0.863	—	0.796	—
VATP-Net2026.05		0.702	—	0.863	—	0.796	—
SGN2026.05		0.7	19.05	0.83	7.96	0.773	13.51
GDLT2026.05		0.685	20.99	0.82	8.75	0.761	14.87
MLP-Mixer2026.05		0.68	19.57	0.82	7.96	0.759	13.77
MLP-Mixer2026.05		0.68	19.57	0.82	7.96	0.759	13.77
CoRe2026.05		0.66	23.5	0.82	9.25	0.751	16.38
MS-LSTM2026.05		0.65	19.91	0.78	8.35	0.721	14.13
TPT2026.05		0.57	27.5	0.76	11.25	0.676	19.38
C3D-LSTM2026.05		0.29	39.25	0.51	21.97	0.406	30.61
HGCN2026.05		0.246	—	0.221	—	0.234	—