Image Classification on MNIST non-IID Level 2 v1 (test)
95.82AccuracyFLUX-prior
Evaluation Results
| Method | Links | |
|---|---|---|
| FLUX-priorEvaluation Protocol=Known Association2025.11 | 95.82 | |
| APFLEvaluation Protocol=Known Association2025.11 | 95.56 | |
| FLUXEvaluation Protocol=Known Association2025.11 | 95.34 | |
| pFedMeEvaluation Protocol=Known Association2025.11 | 94.97 | |
| FLUX-priorEvaluation Protocol=Test Phase2025.11 | 94.83 | |
| FedDriftEvaluation Protocol=Known Association2025.11 | 94.77 | |
| FLUXEvaluation Protocol=Test Phase2025.11 | 94.45 | |
| IFCAEvaluation Protocol=Known Association2025.11 | 92.52 | |
| FeSEMEvaluation Protocol=Known Association2025.11 | 91.19 | |
| CFLEvaluation Protocol=Test Phase2025.11 | 90.1 | |
| FedAvgEvaluation Protocol=Test Phase2025.11 | 89.8 | |
| CFLEvaluation Protocol=Known Association2025.11 | 89.68 | |
| FedAvgEvaluation Protocol=Known Association2025.11 | 89.38 | |
| ATPEvaluation Protocol=Test Phase2025.11 | 89.11 | |
| FeSEMEvaluation Protocol=Test Phase2025.11 | 88.99 | |
| APFLEvaluation Protocol=Test Phase2025.11 | 88.91 | |
| IFCAEvaluation Protocol=Test Phase2025.11 | 85.65 | |
| FedDriftEvaluation Protocol=Test Phase2025.11 | 76.28 | |
| FedRCEvaluation Protocol=Known Association2025.11 | 73.82 | |
| FedEMEvaluation Protocol=Known Association2025.11 | 73.81 | |
| FedRCEvaluation Protocol=Test Phase2025.11 | 68.84 | |
| FedEMEvaluation Protocol=Test Phase2025.11 | 68.83 |