Privacy Protection on VPI-COCO (test)
93.55PARNo Protection
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| No ProtectionModel=InstructBLIP2025.12 | 93.55 | 96.97 | — | 1 | |
| No ProtectionModel=Otter2025.12 | 93.05 | 93.39 | — | 1 | |
| No ProtectionModel=BLIP22025.12 | 77.48 | 95.16 | — | 1 | |
| AnonymizationModel=Otter2025.12 | 69.72 | 78.36 | 20.34 | 0.875 | |
| AnonymizationModel=InstructBLIP2025.12 | 67.9 | 85.32 | 20.34 | 0.875 | |
| EncryptionModel=InstructBLIP2025.12 | 65.34 | 75.95 | 27.76 | 0.748 | |
| EncryptionModel=Otter2025.12 | 62.11 | 72.14 | 27.76 | 0.748 | |
| AnonymizationModel=BLIP22025.12 | 60.68 | 80.49 | 20.34 | 0.875 | |
| EncryptionModel=BLIP22025.12 | 58.17 | 65.19 | 27.76 | 0.748 | |
| Input-level Joint Protection MethodModel=Otter2025.12 | 24.77 | 88.56 | 35.57 | 0.922 | |
| Input-level Joint Protection MethodModel=BLIP22025.12 | 23.57 | 90.53 | 35.08 | 0.924 | |
| Input-level Joint Protection MethodModel=InstructBLIP2025.12 | 13.55 | 94.68 | 34.96 | 0.921 |