Image Classification on MNIST non-IID Level 4 v1 (test)
95.93AccuracyFLUX-prior
Evaluation Results
| Method | Links | |
|---|---|---|
| FLUX-priorEvaluation Protocol=Test Phase2025.11 | 95.93 | |
| FLUX-priorEvaluation Protocol=Known Association2025.11 | 95.68 | |
| APFLEvaluation Protocol=Known Association2025.11 | 95.43 | |
| pFedMeEvaluation Protocol=Known Association2025.11 | 95.41 | |
| FLUXEvaluation Protocol=Test Phase2025.11 | 94.81 | |
| FLUXEvaluation Protocol=Known Association2025.11 | 93.54 | |
| FedDriftEvaluation Protocol=Known Association2025.11 | 91.48 | |
| FeSEMEvaluation Protocol=Known Association2025.11 | 87.62 | |
| CFLEvaluation Protocol=Test Phase2025.11 | 85.95 | |
| FedAvgEvaluation Protocol=Test Phase2025.11 | 85.32 | |
| ATPEvaluation Protocol=Test Phase2025.11 | 84.92 | |
| FeSEMEvaluation Protocol=Test Phase2025.11 | 84.46 | |
| APFLEvaluation Protocol=Test Phase2025.11 | 84.01 | |
| IFCAEvaluation Protocol=Known Association2025.11 | 83.63 | |
| CFLEvaluation Protocol=Known Association2025.11 | 82.09 | |
| FedAvgEvaluation Protocol=Known Association2025.11 | 81.56 | |
| IFCAEvaluation Protocol=Test Phase2025.11 | 81.22 | |
| FedDriftEvaluation Protocol=Test Phase2025.11 | 66.23 | |
| FedRCEvaluation Protocol=Test Phase2025.11 | 47.95 | |
| FedEMEvaluation Protocol=Test Phase2025.11 | 47.92 | |
| FedRCEvaluation Protocol=Known Association2025.11 | 40.64 | |
| FedEMEvaluation Protocol=Known Association2025.11 | 40.61 |