Isolated Sign Language Recognition on BOBSL-SIGN (test)
0.784Top-1 Accuracy (Instance)Ours (Pose+Lip)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Ours (Pose+Lip)GFLOPs=1.052025.12 | 0.784 | 0.934 | 0.589 | 0.816 | |
| Video-Swin-ISLRGFLOPs=2.222025.12 | 0.752 | 0.92 | 0.544 | 0.757 | |
| Pose backboneGFLOPs=0.532025.12 | 0.752 | 0.926 | 0.551 | 0.798 | |
| Lip backboneGFLOPs=0.522025.12 | 0.381 | 0.61 | 0.266 | 0.507 |