Code Generation on Global (test)
13.33Pass@1KNEXA-FL
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| KNEXA-FLTraining rounds=20, Mode=Collaborative2026.01 | 13.33 | 31.25 | 44.44 | 0.344 | |
| Random-P2PTraining rounds=20, Mode=Collaborative2026.01 | 8.89 | 22.4 | 27.8 | 0.239 | |
| Heuristic-P2PTraining rounds=20, Setup=6-client setup, Data=Representative restricted data2026.01 | 6.67 | 16.67 | 27.78 | 0.392 | |
| LocalOnlyTraining rounds=12, Mode=Isolated training2026.01 | 2.22 | 5.42 | 5.55 | 0.26 | |
| Central-KDTraining rounds=20, Analysis=4-client instability analysis2026.01 | 2 | 7.8 | 10 | 0.268 | |
| FedID-CentralKDTraining rounds=20, Mode=Collaborative2026.01 | 1.11 | 5.56 | 5.56 | 0.181 |