Surgical Phase Recognition on Autolaparo (10%)
60.1AccuracyHyperVLP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HyperVLPPre-training Dataset=SVL(VL), Shot=10, Linear probing=true2026.06 | 60.1 | 43.8 | |
| PeskaVLPPre-training Dataset=SVL(VL), Shot=10, Linear probing=true2026.06 | 53.1 | 36.8 | |
| MocoPre-training Dataset=SVL(V), Shot=10, Linear probing=true2026.06 | 49.9 | 34.6 | |
| SurgVLPPre-training Dataset=SVL(L), Shot=10, Linear probing=true2026.06 | 48.5 | 32 | |
| HecVLPre-training Dataset=SVL(L), Shot=10, Linear probing=true2026.06 | 46.9 | 32.1 | |
| CLIPPre-training Dataset=NA(L), Shot=10, Linear probing=true2026.06 | 46.2 | 31.4 | |
| MocoPre-training Dataset=Cholec80, Shot=10, Linear probing=true2026.06 | 45.4 | 31.7 | |
| CLIPPre-training Dataset=SVL(L), Shot=10, Linear probing=true2026.06 | 45.3 | 35.3 | |
| ImageNetPre-training Dataset=ImageNet, Shot=10, Linear probing=true2026.06 | 44.9 | 30.4 |