Image Classification on GTSRB (test) (Clean Acc & ASR Deltas)
98.76Clean Accuracyclean data
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| clean dataSampler=DDIM, Backbone=ResNet2026.06 | 98.76 | 2.67 | — | — | |
| same-classSampler=DDPM, Backbone=ResNet2026.06 | 98.31 | 28.37 | 0.09 | 24.51 | |
| clean dataSampler=DDPM, Backbone=ResNet2026.06 | 98.22 | 3.86 | — | — | |
| one-to-oneSampler=DDPM, Backbone=ResNet2026.06 | 97.83 | 80.32 | -0.39 | 76.46 | |
| all-to-oneSampler=DDPM, Backbone=ResNet2026.06 | 97.59 | 98.5 | -0.63 | 94.64 | |
| same-classSampler=DDIM, Backbone=ResNet2026.06 | 97.25 | 17.62 | -1.51 | 14.95 | |
| one-to-oneSampler=DDIM, Backbone=ResNet2026.06 | 96.67 | 98.53 | -2.09 | 95.86 | |
| all-to-oneSampler=DDIM, Backbone=ResNet2026.06 | 96.55 | 79.03 | -2.21 | 76.36 |