Surgical Skill Assessment (Knot Tying) on JIGSAWS (LOSO)
0.93Spearman's Correlation CoefficientSurgFusion-Net
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SurgFusion-NetInput Modality=V+F+M2026.02 | 0.93 | 1.88 | |
| ViSAInput Modality=V2026.02 | 0.92 | 2.16 | |
| MAQAInput Modality=V+F+M2026.02 | 0.9 | 2.06 | |
| C3D-MTL-VFInput Modality=V2026.02 | 0.89 | — | |
| Contra-SformerInput Modality=V2026.02 | 0.89 | 1.75 | |
| ReCAPInput Modality=K2026.02 | 0.88 | — | |
| C3D-LSTMInput Modality=V2026.02 | 0.81 | — | |
| SMT-DCT-DFTInput Modality=K2026.02 | 0.7 | — | |
| DCT-DFT-ApEnInput Modality=K2026.02 | 0.63 | — |