Image Classification on CIFAR-100 (test) (Accuracy)
75.29AccuracyLA-LoRA
Evaluation results
| Method | Links | |
|---|---|---|
| LA-LoRABackbone=Swin-B, Privacy Budget (epsilon)=32026.02 | 75.29 | |
| LA-LoRABackbone=Swin-B, Privacy Budget (epsilon)=22026.02 | 74.93 | |
| LA-LoRABackbone=Swin-B, Privacy Budget (epsilon)=12026.02 | 74.56 | |
| RoLoRABackbone=Swin-B, Privacy Budget (epsilon)=32026.02 | 67.96 | |
| RoLoRABackbone=Swin-B, Privacy Budget (epsilon)=22026.02 | 67.93 | |
| RoLoRABackbone=Swin-B, Privacy Budget (epsilon)=12026.02 | 67.88 | |
| FFA-LoRABackbone=Swin-B, Privacy Budget (epsilon)=32026.02 | 62.1 | |
| FFA-LoRABackbone=Swin-B, Privacy Budget (epsilon)=22026.02 | 62.02 | |
| FFA-LoRABackbone=Swin-B, Privacy Budget (epsilon)=12026.02 | 61.94 | |
| LA-LoRABackbone=Swin-T, Privacy Budget (epsilon)=32026.02 | 60.07 | |
| LA-LoRABackbone=Swin-T, Privacy Budget (epsilon)=22026.02 | 59.52 | |
| LA-LoRABackbone=Swin-T, Privacy Budget (epsilon)=12026.02 | 56.68 | |
| DP-LoRABackbone=Swin-B, Privacy Budget (epsilon)=32026.02 | 56.52 | |
| DP-LoRABackbone=Swin-B, Privacy Budget (epsilon)=22026.02 | 56.31 | |
| DP-LoRABackbone=Swin-B, Privacy Budget (epsilon)=12026.02 | 55.98 | |
| RoLoRABackbone=Swin-T, Privacy Budget (epsilon)=32026.02 | 55.19 | |
| RoLoRABackbone=Swin-T, Privacy Budget (epsilon)=22026.02 | 55.02 | |
| RoLoRABackbone=Swin-T, Privacy Budget (epsilon)=12026.02 | 54.88 | |
| FFA-LoRABackbone=Swin-T, Privacy Budget (epsilon)=32026.02 | 52.09 | |
| FFA-LoRABackbone=Swin-T, Privacy Budget (epsilon)=22026.02 | 52.05 | |
| FFA-LoRABackbone=Swin-T, Privacy Budget (epsilon)=12026.02 | 50.75 | |
| DP-LoRABackbone=Swin-T, Privacy Budget (epsilon)=12026.02 | 45.58 | |
| DP-LoRABackbone=Swin-T, Privacy Budget (epsilon)=32026.02 | 45.4 | |
| DP-LoRABackbone=Swin-T, Privacy Budget (epsilon)=22026.02 | 44.82 |