Action Quality Assessment on Fis-V
0.792TES Spearman CorrelationLIMSSR
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| LIMSSRT-Miss=✓2026.05 | 0.792 | 14.82 | 0.88 | 5.55 | 0.841 | 10.19 | |
| MCMoET-Miss=✗, Modality Type=Multimodal2026.05 | 0.759 | 18.5 | 0.88 | 5.81 | 0.829 | 12.15 | |
| PAMFNT-Miss=✗, Modality Type=Multimodal2026.05 | 0.754 | 22.5 | 0.872 | 8.16 | 0.822 | 15.33 | |
| PAMFNPar. (M)=18.06, Features=VST+AST+I3D2026.05 | 0.754 | 22.5 | 0.872 | 8.16 | 0.822 | 15.33 | |
| PIDNetPar. (M)=25.89, Features=VST+AST+I3D2026.05 | 0.744 | 19.09 | 0.877 | 7.33 | 0.821 | 13.21 | |
| QGLVPar. (M)=6.06, Features=VST+AST+CLIP2026.05 | 0.727 | 18.65 | 0.868 | 6.5 | 0.809 | 12.58 | |
| CoFInAlT-Miss=✗, Modality Type=Unimodal2026.05 | 0.716 | 20.76 | 0.843 | 7.91 | 0.788 | 14.34 | |
| CoFInAIPar. (M)=5.24, Features=VST2026.05 | 0.716 | 20.76 | 0.843 | 7.91 | 0.788 | 14.34 | |
| UMTPar. (M)=3.78, Features=VST+AST2026.05 | 0.716 | — | 0.822 | — | 0.774 | — | |
| ASGTNT-Miss=✗, Modality Type=Unimodal2026.05 | 0.703 | 21.37 | 0.845 | 10.75 | 0.784 | 16.06 | |
| T²CRT-Miss=✗, Modality Type=Unimodal2026.05 | 0.702 | 20.84 | 0.811 | 8.1 | 0.762 | 14.47 | |
| VATP-NetT-Miss=✗, Modality Type=Multimodal2026.05 | 0.702 | — | 0.863 | — | 0.796 | — | |
| VATP-NetPar. (M)=1.81, Features=VST2026.05 | 0.702 | — | 0.863 | — | 0.796 | — | |
| SGNT-Miss=✗, Modality Type=Multimodal2026.05 | 0.7 | 19.05 | 0.83 | 7.96 | 0.773 | 13.51 | |
| GDLTPar. (M)=3.16, Features=VST2026.05 | 0.685 | 20.99 | 0.82 | 8.75 | 0.761 | 14.87 | |
| MLP-MixerT-Miss=✗, Modality Type=Multimodal2026.05 | 0.68 | 19.57 | 0.82 | 7.96 | 0.759 | 13.77 | |
| MLP-MixerPar. (M)=14.32, Features=VST+AST2026.05 | 0.68 | 19.57 | 0.82 | 7.96 | 0.759 | 13.77 | |
| CoRePar. (M)=2.51, Features=VST2026.05 | 0.66 | 23.5 | 0.82 | 9.25 | 0.751 | 16.38 | |
| MS-LSTMPar. (M)=2.66, Features=C3D2026.05 | 0.65 | 19.91 | 0.78 | 8.35 | 0.721 | 14.13 | |
| TPTPar. (M)=11.82, Features=VST2026.05 | 0.57 | 27.5 | 0.76 | 11.25 | 0.676 | 19.38 | |
| C3D-LSTMPar. (M)=-, Features=C3D2026.05 | 0.29 | 39.25 | 0.51 | 21.97 | 0.406 | 30.61 | |
| HGCNPar. (M)=0.50, Features=VST2026.05 | 0.246 | — | 0.221 | — | 0.234 | — |