Surgical Phase Recognition on Bern70 (10%)
72.3AccuracyHyperVLP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HyperVLPPre-training Dataset=SVL(VL), Shot=10, Linear probing=true2026.06 | 72.3 | 44.8 | |
| PeskaVLPPre-training Dataset=SVL(VL), Shot=10, Linear probing=true2026.06 | 62.9 | 32.7 | |
| HecVLPre-training Dataset=SVL(L), Shot=10, Linear probing=true2026.06 | 59.3 | 31.2 | |
| MocoPre-training Dataset=SVL(V), Shot=10, Linear probing=true2026.06 | 59.1 | 29.9 | |
| SurgVLPPre-training Dataset=SVL(L), Shot=10, Linear probing=true2026.06 | 57.7 | 28.5 | |
| CLIPPre-training Dataset=SVL(L), Shot=10, Linear probing=true2026.06 | 56.5 | 29.8 | |
| ImageNetPre-training Dataset=ImageNet, Shot=10, Linear probing=true2026.06 | 53.3 | 25.6 | |
| CLIPPre-training Dataset=NA(L), Shot=10, Linear probing=true2026.06 | 52.8 | 27.9 | |
| MocoPre-training Dataset=Cholec80, Shot=10, Linear probing=true2026.06 | 52.7 | 25.7 |