Image Classification on MNIST non-IID Level 3 v1 (test)
95.55AccuracyFLUX-prior
Evaluation Results
| Method | Links | |
|---|---|---|
| FLUX-priorEvaluation Protocol=Known Association2025.11 | 95.55 | |
| APFLEvaluation Protocol=Known Association2025.11 | 95.42 | |
| FLUX-priorEvaluation Protocol=Test Phase2025.11 | 95.39 | |
| pFedMeEvaluation Protocol=Known Association2025.11 | 95.24 | |
| FLUXEvaluation Protocol=Known Association2025.11 | 94.88 | |
| FLUXEvaluation Protocol=Test Phase2025.11 | 94.49 | |
| FedDriftEvaluation Protocol=Known Association2025.11 | 91.99 | |
| IFCAEvaluation Protocol=Known Association2025.11 | 89.74 | |
| FeSEMEvaluation Protocol=Known Association2025.11 | 88.67 | |
| CFLEvaluation Protocol=Test Phase2025.11 | 86.91 | |
| FedAvgEvaluation Protocol=Test Phase2025.11 | 86.31 | |
| ATPEvaluation Protocol=Test Phase2025.11 | 85.91 | |
| FeSEMEvaluation Protocol=Test Phase2025.11 | 85.63 | |
| APFLEvaluation Protocol=Test Phase2025.11 | 85.2 | |
| CFLEvaluation Protocol=Known Association2025.11 | 84.95 | |
| FedAvgEvaluation Protocol=Known Association2025.11 | 84.49 | |
| IFCAEvaluation Protocol=Test Phase2025.11 | 82.94 | |
| FedDriftEvaluation Protocol=Test Phase2025.11 | 71.72 | |
| FedRCEvaluation Protocol=Known Association2025.11 | 53.28 | |
| FedEMEvaluation Protocol=Known Association2025.11 | 53.27 | |
| FedRCEvaluation Protocol=Test Phase2025.11 | 50.14 | |
| FedEMEvaluation Protocol=Test Phase2025.11 | 50.13 |