Surgical Skill Assessment (Knot Tying) on JIGSAWS (4-Fold split)
0.91Spearman's Correlation Coefficient (SSC)SurgFusion-Net
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SurgFusion-NetInput Modality=V+F+M2026.02 | 0.91 | 2.3 | |
| CoRe + PECoPInput Modality=V2026.02 | 0.88 | — | |
| Contra-SformerInput Modality=V2026.02 | 0.87 | 2.1 | |
| MAQAInput Modality=V+F+M2026.02 | 0.87 | 2.47 | |
| CoRe + GARTInput Modality=V2026.02 | 0.86 | — | |
| ViSAInput Modality=V2026.02 | 0.84 | 2.6 | |
| AIMInput Modality=V+K2026.02 | 0.82 | — | |
| MultiPath-VTPEInput Modality=V+K2026.02 | 0.82 | — | |
| MultiPath-VTPInput Modality=V+K2026.02 | 0.78 | — |