Surgical Phase Recognition on Multi-Cholec (Out-Federation)
68.85F1 ScoreFedBN
Evaluation Results
| Method | Links | |
|---|---|---|
| FedBNLocal Personalization=true2026.06 | 68.85 | |
| SCAFFOLD+GEN-GuardLocal Personalization=false2026.06 | 67.72 | |
| FedAvg+GEN-GuardLocal Personalization=false2026.06 | 67.18 | |
| pFedMeLocal Personalization=true2026.06 | 65.37 | |
| FedProx+GEN-GuardLocal Personalization=false2026.06 | 64.27 |