Surgical Phase Recognition on Multi-Cholec (Held-Out)
68.79F1 ScoreSCAFFOLD+GEN-Guard
Evaluation Results
| Method | Links | |
|---|---|---|
| SCAFFOLD+GEN-GuardLocal Personalization=false2026.06 | 68.79 | |
| FedProx+GEN-GuardLocal Personalization=false2026.06 | 67.72 | |
| FedBNLocal Personalization=true2026.06 | 67.29 | |
| FedAvg+GEN-GuardLocal Personalization=false2026.06 | 66.89 | |
| pFedMeLocal Personalization=true2026.06 | 65.31 |