Surgical Phase Recognition on Cholec80 (10%)
69.6AccuracyMoco
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MocoPre-training Dataset=Cholec80, Shot=10, Linear probing=true2026.06 | 69.6 | 56.9 | |
| HyperVLPPre-training Dataset=SVL(VL), Shot=10, Linear probing=true2026.06 | 64.2 | 51.3 | |
| PeskaVLPPre-training Dataset=SVL(VL), Shot=10, Linear probing=true2026.06 | 61.9 | 50.6 | |
| CLIPPre-training Dataset=SVL(L), Shot=10, Linear probing=true2026.06 | 58.9 | 42.3 | |
| MocoPre-training Dataset=SVL(V), Shot=10, Linear probing=true2026.06 | 57.6 | 43.5 | |
| CLIPPre-training Dataset=NA(L), Shot=10, Linear probing=true2026.06 | 57.5 | 40 | |
| ImageNetPre-training Dataset=ImageNet, Shot=10, Linear probing=true2026.06 | 57.4 | 42.3 | |
| HecVLPre-training Dataset=SVL(L), Shot=10, Linear probing=true2026.06 | 56.1 | 40.3 | |
| SurgVLPPre-training Dataset=SVL(L), Shot=10, Linear probing=true2026.06 | 55 | 39.9 |