Surgical Phase Recognition on Bern70 (100%)
76.9AccuracyHyperVLP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HyperVLPPre-training Dataset=SVL(VL), Shot=100, Linear probing=true2026.06 | 76.9 | 45.1 | |
| PeskaVLPPre-training Dataset=SVL(VL), Shot=100, Linear probing=true2026.06 | 71.5 | 37.4 | |
| HecVLPre-training Dataset=SVL(L), Shot=100, Linear probing=true2026.06 | 70 | 34.4 | |
| MocoPre-training Dataset=SVL(V), Shot=100, Linear probing=true2026.06 | 69.6 | 36.5 | |
| CLIPPre-training Dataset=SVL(L), Shot=100, Linear probing=true2026.06 | 68.2 | 35.2 | |
| SurgVLPPre-training Dataset=SVL(L), Shot=100, Linear probing=true2026.06 | 66.5 | 34.3 | |
| MocoPre-training Dataset=Cholec80, Shot=100, Linear probing=true2026.06 | 66 | 33.1 | |
| ImageNetPre-training Dataset=ImageNet, Shot=100, Linear probing=true2026.06 | 64.7 | 31.6 | |
| CLIPPre-training Dataset=NA(L), Shot=100, Linear probing=true2026.06 | 64.1 | 33.3 |