Surgical Phase Recognition on Autolaparo 100%
65.3AccuracyHyperVLP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HyperVLPPre-training Dataset=SVL(VL), Shot=100, Linear probing=true2026.06 | 65.3 | 51.1 | |
| PeskaVLPPre-training Dataset=SVL(VL), Shot=100, Linear probing=true2026.06 | 63.1 | 49.7 | |
| MocoPre-training Dataset=SVL(V), Shot=100, Linear probing=true2026.06 | 59.5 | 48.4 | |
| CLIPPre-training Dataset=NA(L), Shot=100, Linear probing=true2026.06 | 58.5 | 46.1 | |
| ImageNetPre-training Dataset=ImageNet, Shot=100, Linear probing=true2026.06 | 57.5 | 44.9 | |
| HecVLPre-training Dataset=SVL(L), Shot=100, Linear probing=true2026.06 | 56.9 | 44.2 | |
| SurgVLPPre-training Dataset=SVL(L), Shot=100, Linear probing=true2026.06 | 54.3 | 41.8 | |
| CLIPPre-training Dataset=SVL(L), Shot=100, Linear probing=true2026.06 | 53.1 | 42.1 | |
| MocoPre-training Dataset=Cholec80, Shot=100, Linear probing=true2026.06 | 51.3 | 37.4 |