Action Quality Assessment on FS1000 Modality Missing Rate β=50% (supplementary)
0.698SRCC (Avg)BriMA
Evaluation Results
| Method | Links | ||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| BriMAPublisher=-2026.02 | 0.698 | 0.629 | 0.702 | 0.73 | 0.723 | 0.707 | 0.742 | 0.724 | 225.86 | 17.59 | 0.6 | 0.63 | 0.89 | 0.58 | 0.7 | 35.29 | 1.818 | 1.24 | 2.181 | 2.107 | 0.972 | 1.834 | 2.25 | 1.823 | |
| Fs-AugPublisher=TCSVT’242026.02 | 0.677 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 47.98 | — | — | — | — | — | — | — | 1.999 | |
| SLCAPublisher=ICCV’232026.02 | 0.675 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 59.01 | — | — | — | — | — | — | — | 2.036 | |
| DER++Publisher=NeurIPS’202026.02 | 0.668 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 46.17 | — | — | — | — | — | — | — | 2.003 | |
| ASALPublisher=TVCG’252026.02 | 0.666 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 38.75 | — | — | — | — | — | — | — | 1.923 | |
| ST-MLAVLPublisher=CVPR’25, Training Strategy=Sequential Training2026.02 | 0.665 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 54.24 | — | — | — | — | — | — | — | 2.012 | |
| NC-FSCILPublisher=ICLR’232026.02 | 0.659 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 49.92 | — | — | — | — | — | — | — | 2.011 | |
| MAGRPublisher=ECCV’242026.02 | 0.658 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 42.62 | — | — | — | — | — | — | — | 2.067 | |
| SIPublisher=ICML’172026.02 | 0.656 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 46.74 | — | — | — | — | — | — | — | 1.932 | |
| EWCPublisher=PNAS’172026.02 | 0.635 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 58.06 | — | — | — | — | — | — | — | 2.354 | |
| MERPublisher=ICLR’192026.02 | 0.627 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 39.4 | — | — | — | — | — | — | — | 2.596 | |
| LwFPublisher=TPAMI’172026.02 | 0.583 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 45.76 | — | — | — | — | — | — | — | 2.625 |