| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| JIGSAWS Suturing (LOSO) | CNN-V | Correlation (rho)0.898 | 10 | 4d ago | |
| JIGSAWS simulated dataset (4-Fold) | Unified Multi-path Framework (VTPE) | SU SROCC0.83 | 9 | 4d ago | |
| JIGSAWS Across Tasks | ViSA | SCC0.9 | 7 | 4d ago | |
| JIGSAWS Suturing (LOUO) | CNN-LSTM-V | Correlation Coefficient (rho)0.843 | 7 | 4d ago | |
| JIGSAWS Suturing (independent) | SCC0.86 | 6 | 4d ago | ||
| JIGSAWS Needle Passing (independent) | ViSA | SCC0.93 | 6 | 4d ago | |
| JIGSAWS Knot Tying (independent) | ViSA | SCC0.92 | 6 | 4d ago | |
| Clinical dataset (3-Fold) | unified multi-path framework | SROCC0.565 | 5 | 4d ago | |
| Cholec80 | Transformer | Precision88 | 4 | 4d ago | |
| JIGSAWS Needle Passing (NP) (LOSO) | ReCAP | RT (Respect for Tissue)75 | 3 | 4d ago | |
| JIGSAWS Knot Tying (KT) (LOSO) | ReCAP | RT Score92 | 3 | 4d ago | |
| JIGSAWS Across Tasks (AT) | ReCAP | Respect for Tissue (RT)56 | 1 | 4d ago |
