Paper | Code | Top 1 Accuracy | ModelName | ReleaseDate |
---|---|---|---|---|
TAN Without a Burn: Scaling Laws of DP-SGD | ✓ Link | 39.2 | NFResnet-50 | 2022-10-07 |
Unlocking High-Accuracy Differentially Private Image Classification through Scale | ✓ Link | 32.4 | NFResnet-50 | 2022-04-28 |
Toward Training at ImageNet Scale with Differential Privacy | ✓ Link | 6.9 | Resnet-18 | 2022-01-28 |
Toward Training at ImageNet Scale with Differential Privacy | ✓ Link | 5 | Resnet-50 | 2022-01-28 |