Surgical Phase Recognition on Stras70 (100%)
75.6AccuracyHyperVLP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HyperVLPPre-training Dataset=SVL(VL), Shot=100, Linear probing=true2026.06 | 75.6 | 62.3 | |
| MocoPre-training Dataset=SVL(V), Shot=100, Linear probing=true2026.06 | 71.6 | 58.1 | |
| PeskaVLPPre-training Dataset=SVL(VL), Shot=100, Linear probing=true2026.06 | 71.4 | 59.5 | |
| HecVLPre-training Dataset=SVL(L), Shot=100, Linear probing=true2026.06 | 69.8 | 54.9 | |
| CLIPPre-training Dataset=SVL(L), Shot=100, Linear probing=true2026.06 | 69.1 | 55.7 | |
| MocoPre-training Dataset=Cholec80, Shot=100, Linear probing=true2026.06 | 67.8 | 55.4 | |
| ImageNetPre-training Dataset=ImageNet, Shot=100, Linear probing=true2026.06 | 66.2 | 53.6 | |
| SurgVLPPre-training Dataset=SVL(L), Shot=100, Linear probing=true2026.06 | 65.8 | 50 | |
| CLIPPre-training Dataset=NA(L), Shot=100, Linear probing=true2026.06 | 65.4 | 50.6 |