Classification on Camelyon
70.6AccuracyLogit-DP
Evaluation results
| Method | Links | |
|---|---|---|
| Logit-DPepsilon=1, protocol=Linear2026.04 | 70.6 | |
| DP-CLIPepsilon=1, protocol=Linear2026.04 | 70.6 | |
| DP-GCLepsilon=1, protocol=Linear2026.04 | 69.8 | |
| Baseepsilon=1, protocol=Linear2026.04 | 69.7 | |
| Baseepsilon=10, protocol=Linear2026.04 | 69.7 | |
| DP-SGDepsilon=10, protocol=Linear2026.04 | 69.7 | |
| DP-GCLepsilon=10, protocol=Linear2026.04 | 69.7 | |
| DP-SGDepsilon=1, protocol=Linear2026.04 | 68.7 | |
| Logit-DPepsilon=10, protocol=Linear2026.04 | 67.1 | |
| DP-CLIPepsilon=10, protocol=Linear2026.04 | 67.1 | |
| DP-GCLepsilon=10, protocol=k-NN2026.04 | 59.9 | |
| DP-GCLepsilon=1, protocol=k-NN2026.04 | 56.4 | |
| DP-SGDepsilon=1, protocol=k-NN2026.04 | 55.6 | |
| DP-SGDepsilon=10, protocol=k-NN2026.04 | 55.6 | |
| Logit-DPepsilon=10, protocol=k-NN2026.04 | 53.8 | |
| DP-CLIPepsilon=10, protocol=k-NN2026.04 | 53.8 | |
| DP-CLIPepsilon=1, protocol=k-NN2026.04 | 53.4 | |
| Baseepsilon=1, protocol=k-NN2026.04 | 52.4 | |
| Baseepsilon=10, protocol=k-NN2026.04 | 52.4 | |
| Logit-DPepsilon=1, protocol=k-NN2026.04 | 51.4 |