Image Classification on ImageNet sub-sampled 500 samples (val)
1.047ACRSmoothMix
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| SmoothMixsigma=1.002021.11 | 1.047 | 40 | 37 | 34 | 30 | 26 | 24 | 20 | 17 | |
| SmoothAdvsigma=1.002021.11 | 1.04 | 40 | 37 | 34 | 30 | 27 | 25 | 20 | 15 | |
| Consistencysigma=1.002021.11 | 0.982 | 41 | 37 | 32 | 28 | 24 | 21 | 17 | 14 | |
| Gaussiansigma=1.002021.11 | 0.875 | 44 | 38 | 33 | 26 | 19 | 15 | 12 | 9 | |
| SmoothMixsigma=0.502021.11 | 0.846 | 55 | 50 | 43 | 38 | 0 | 0 | 0 | 0 | |
| SmoothAdvsigma=0.502021.11 | 0.825 | 54 | 49 | 43 | 37 | 0 | 0 | 0 | 0 | |
| Consistencysigma=0.502021.11 | 0.822 | 55 | 50 | 44 | 34 | 0 | 0 | 0 | 0 | |
| Gaussiansigma=0.502021.11 | 0.733 | 57 | 46 | 37 | 29 | 0 | 0 | 0 | 0 |