Image Classification on CIFAR-10 (test) (Epsilon Robustness Evaluation)
51.09Accuracy (eps=0.5)BLT
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| BLTBackbone=VGG, Memory setting=low memory2026.05 | 51.09 | 55.49 | 58.12 | 61.03 | 64.64 | |
| BISRBackbone=VGG, Memory setting=low memory, p=42026.05 | 49.38 | 53.65 | 56.32 | 59.14 | 62.51 | |
| DP-SGDBackbone=VGG, Memory setting=low memory2026.05 | 49.34 | 53.56 | 58.03 | 61.86 | 64.52 | |
| BandInvMFBackbone=VGG, Memory setting=low memory, p=42026.05 | 49.18 | 54.1 | 57.44 | 60.75 | 64.86 | |
| γ-BIFRBackbone=VGG, Memory setting=low memory, p=42026.05 | 49.07 | 53.7 | 57.01 | 61.38 | 65.75 | |
| DP-λCGDBackbone=VGG, Memory setting=low memory, p=22026.05 | 49.05 | 52.74 | 56.85 | 59.81 | 65.05 | |
| BSRBackbone=VGG, Memory setting=low memory, p=42026.05 | 48.88 | 52.2 | 54.2 | 56.35 | 59.27 | |
| BandMFBackbone=VGG, Memory setting=low memory, p=42026.05 | 48.58 | 51.67 | 54.01 | 56.52 | 59.64 |