CVS Assessment on Surgical Video Dataset
55.3C1 ScoreMML-SurgAdapt
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MML-SurgAdaptModel Category=SPML Models2025.07 | 55.3 | 47 | 65.4 | 55.9 | |
| CLIPVIT-L/14-TSModel Category=Task-Specific Models2025.07 | 51.4 | 41.2 | 66 | 52.9 | |
| VLPLModel Category=SPML Models2025.07 | 46.9 | 39.4 | 57.7 | 48 | |
| ResNet50-MoCov2Model Category=Vision-only Models2025.07 | 46.4 | 56.5 | 69.4 | 57.4 | |
| HSPNetModel Category=SPML Models2025.07 | 45.4 | 41.4 | 55.2 | 47.3 | |
| ResNet50 TSModel Category=Task-Specific Models2025.07 | 43.2 | 36.9 | 49.8 | 43.3 | |
| Multi-task ResNet50Model Category=Task-Specific Models2025.07 | 41.7 | 31.5 | 47.7 | 40.3 | |
| DualCoOpModel Category=SPML Models2025.07 | 37.9 | 28.9 | 42.1 | 36.3 |