Image Classification on Tiny-ImageNet (Mean Accuracy)
61.1Mean AccuracyCFM
Evaluation results
| Method | Links | |
|---|---|---|
| CFMIPC=100, Architecture=ResNet-1012025.03 | 61.1 | |
| CFMIPC=50, Architecture=ResNet-1012025.03 | 60.4 | |
| CFMIPC=100, Architecture=ResNet-182025.03 | 59.2 | |
| RDEDIPC=50, Architecture=ResNet-182025.03 | 58.2 | |
| CFMIPC=50, Architecture=ResNet-182025.03 | 58 | |
| DWAIPC=100, Architecture=ResNet-1012025.03 | 57.4 | |
| DWAIPC=100, Architecture=ResNet-182025.03 | 56 | |
| DWAIPC=50, Architecture=ResNet-1012025.03 | 54.7 | |
| CDAIPC=100, Architecture=ResNet-182025.03 | 53.2 | |
| DWAIPC=50, Architecture=ResNet-182025.03 | 52.8 | |
| SRe2LIPC=100, Architecture=ResNet-1012025.03 | 51.5 | |
| G-VBSMIPC=100, Architecture=ResNet-182025.03 | 51 | |
| SRe2LIPC=100, Architecture=ResNet-182025.03 | 49.7 | |
| CDAIPC=50, Architecture=ResNet-182025.03 | 48.8 | |
| G-VBSMIPC=50, Architecture=ResNet-182025.03 | 47.6 | |
| SRe2LIPC=50, Architecture=ResNet-1012025.03 | 42.5 | |
| SRe2LIPC=50, Architecture=ResNet-182025.03 | 41.4 | |
| RDEDIPC=50, Architecture=ResNet-1012025.03 | 41.2 | |
| FBLRobustness=true, Noise injection level=0.012026.01 | 39.95 | |
| FBLRobustness=true, Noise injection level=0.052026.01 | 39.67 | |
| FBLRobustness=true, Noise injection level=0.12026.01 | 38.89 | |
| FedDynRobustness=true, Noise injection level=0.012026.01 | 35.48 | |
| ScaffoldRobustness=true, Noise injection level=0.012026.01 | 34.18 | |
| MOONRobustness=true, Noise injection level=0.012026.01 | 33.78 | |
| ScaffoldRobustness=true, Noise injection level=0.052026.01 | 32.88 | |
| FedProxRobustness=true, Noise injection level=0.012026.01 | 32.46 | |
| FedDynRobustness=true, Noise injection level=0.052026.01 | 32.17 | |
| FedAvgRobustness=true, Noise injection level=0.012026.01 | 31.58 | |
| MOONRobustness=true, Noise injection level=0.052026.01 | 31.39 | |
| ScaffoldRobustness=true, Noise injection level=0.12026.01 | 31.14 | |
| FedProxRobustness=true, Noise injection level=0.052026.01 | 30.93 | |
| MOONRobustness=true, Noise injection level=0.12026.01 | 30.55 | |
| FedGenRobustness=true, Noise injection level=0.012026.01 | 30.48 | |
| FedDynRobustness=true, Noise injection level=0.12026.01 | 29.94 | |
| FedGenRobustness=true, Noise injection level=0.052026.01 | 29.17 | |
| FedAvgRobustness=true, Noise injection level=0.052026.01 | 29.12 | |
| FedProxRobustness=true, Noise injection level=0.12026.01 | 29.1 | |
| FedAvgRobustness=true, Noise injection level=0.12026.01 | 27.21 | |
| FedGenRobustness=true, Noise injection level=0.12026.01 | 26.92 |