Federated Learning Classification on CIFAR-10 Late Stage (Rounds 21-50)
62.4Average Accuracy (All)FLTrust
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FLTrustEvaluation Stage=Late Stage (Rounds 21-50)2026.06 | 62.4 | 19.91 | 50.84 | |
| TrimmedMeanEvaluation Stage=Late Stage (Rounds 21-50)2026.06 | 62.35 | 31.28 | 37.8 | |
| Only_series_filtersEvaluation Stage=Late Stage (Rounds 21-50)2026.06 | 61.29 | 35.79 | 33.06 | |
| Krum_CHGEvaluation Stage=Late Stage (Rounds 21-50)2026.06 | 61.25 | 48.2 | 20.82 | |
| MultiKrumEvaluation Stage=Late Stage (Rounds 21-50)2026.06 | 61.14 | 27.56 | 41.97 | |
| Secure-CHGEvaluation Stage=Late Stage (Rounds 21-50)2026.06 | 60.5 | 49.87 | 18.84 | |
| FedAvgEvaluation Stage=Late Stage (Rounds 21-50)2026.06 | 60.45 | 19.52 | 47.12 | |
| FedMedianEvaluation Stage=Late Stage (Rounds 21-50)2026.06 | 60.45 | 28.03 | 34.82 | |
| Only_CHGEvaluation Stage=Late Stage (Rounds 21-50)2026.06 | 52.62 | 0.01 | 67.31 |