Surgical Phase Recognition on Stras70 (10%)
66.9AccuracyHyperVLP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HyperVLPPre-training Dataset=SVL(VL), Shot=10, Linear probing=true2026.06 | 66.9 | 53.4 | |
| PeskaVLPPre-training Dataset=SVL(VL), Shot=10, Linear probing=true2026.06 | 63.8 | 50.4 | |
| MocoPre-training Dataset=SVL(V), Shot=10, Linear probing=true2026.06 | 63.1 | 49.3 | |
| HecVLPre-training Dataset=SVL(L), Shot=10, Linear probing=true2026.06 | 60.2 | 46.8 | |
| CLIPPre-training Dataset=SVL(L), Shot=10, Linear probing=true2026.06 | 58.2 | 45.2 | |
| MocoPre-training Dataset=Cholec80, Shot=10, Linear probing=true2026.06 | 58.1 | 45.2 | |
| SurgVLPPre-training Dataset=SVL(L), Shot=10, Linear probing=true2026.06 | 57 | 44 | |
| CLIPPre-training Dataset=NA(L), Shot=10, Linear probing=true2026.06 | 54.3 | 42.1 | |
| ImageNetPre-training Dataset=ImageNet, Shot=10, Linear probing=true2026.06 | 53.3 | 42.1 |