Privacy Protection on OK-VQA (test)
59.3cMAPRaw data
Evaluation Results
| Method | Links | |
|---|---|---|
| Raw dataMLLM=LLaVA2026.03 | 59.3 | |
| Obf-WeakBlurMLLM=LLaVA2026.03 | 57.5 | |
| DownsampleMLLM=LLaVA2026.03 | 52.7 | |
| SelectivePrivacyMLLM=LLaVA2026.03 | 51.5 | |
| Obf-BlackeningMLLM=LLaVA2026.03 | 51.3 | |
| Obf-StrongBlurMLLM=LLaVA2026.03 | 50.9 | |
| Surrogate model of VITAMLLM=LLaVA2026.03 | 49.3 | |
| Surrogate model of SPActMLLM=LLaVA2026.03 | 48.6 | |
| Surrogate model of MPPARMLLM=LLaVA2026.03 | 48.2 | |
| OursMLLM=LLaVA2026.03 | 44.2 |