Image Classification With Dp On Imagenet
Metrics
Top 1 Accuracy
Results
Performance results of various models on this benchmark
Model Name | Top 1 Accuracy | Paper Title | Repository |
|---|---|---|---|
| Resnet-18 | 6.9 | Toward Training at ImageNet Scale with Differential Privacy | |
| Resnet-50 | 5 | Toward Training at ImageNet Scale with Differential Privacy | |
| NFResnet-50 | 39.2 | TAN Without a Burn: Scaling Laws of DP-SGD | |
| NFResnet-50 | 32.4 | Unlocking High-Accuracy Differentially Private Image Classification through Scale |
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