Classification on Camelyon (test)
78.4AccuracyDP-GCL
Evaluation results
| Method | Links | |
|---|---|---|
| DP-GCLepsilon=10, protocol=Linear2026.04 | 78.4 | |
| DP-GCLepsilon=1, protocol=Linear2026.04 | 77.5 | |
| DP-GCLepsilon=10, protocol=k-NN2026.04 | 76.7 | |
| DP-CLIPepsilon=10, protocol=Linear2026.04 | 73.5 | |
| DP-GCLepsilon=1, protocol=k-NN2026.04 | 73.5 | |
| DP-CLIPepsilon=1, protocol=Linear2026.04 | 72 | |
| DP-CLIPepsilon=10, protocol=k-NN2026.04 | 69.9 | |
| Baseepsilon=1, protocol=Linear2026.04 | 69.7 | |
| Baseepsilon=10, protocol=Linear2026.04 | 69.7 | |
| DP-SGDepsilon=1, protocol=Linear2026.04 | 69.6 | |
| DP-SGDepsilon=10, protocol=Linear2026.04 | 68.8 | |
| Logit-DPepsilon=1, protocol=Linear2026.04 | 68.3 | |
| DP-CLIPepsilon=1, protocol=k-NN2026.04 | 66.8 | |
| Logit-DPepsilon=10, protocol=Linear2026.04 | 65.7 | |
| Logit-DPepsilon=1, protocol=k-NN2026.04 | 57.6 | |
| DP-SGDepsilon=1, protocol=k-NN2026.04 | 54.8 | |
| Logit-DPepsilon=10, protocol=k-NN2026.04 | 54.6 | |
| DP-SGDepsilon=10, protocol=k-NN2026.04 | 54.3 | |
| Baseepsilon=1, protocol=k-NN2026.04 | 52.4 | |
| Baseepsilon=10, protocol=k-NN2026.04 | 52.4 |