Image Classification on ILSVRC 2012 (test) with Certified Accuracy
78.58Clean AccuracyECViT-B
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ECViT-BBackbone=ViT-B, b (band size)=372022.03 | 78.58 | 47.39 | 41.7 | 37.26 | |
| ECViT-SBackbone=ViT-S, b (band size)=372022.03 | 69.88 | 35.03 | 29.74 | 25.74 | |
| DS2022.03 | 64.67 | 30.14 | 24.7 | 20.88 | |
| PGTarget patch size=1% pixels2022.03 | 55.1 | 32.3 | — | — | |
| PGTarget patch size=2% pixels2022.03 | 54.6 | 26 | 26 | — | |
| PGTarget patch size=3% pixels2022.03 | 54.1 | 19.7 | 19.7 | 19.7 | |
| CBN2022.03 | 49.5 | 13.4 | 7.1 | 3.1 | |
| BagCert2022.03 | 46 | — | 23 | — |