Image Editing on Structure-based Naive Injection
7.78M AvgNo mitigation
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| No mitigationMitigation Strategy=No mitigation, Base Model=GPT-4o2026.04 | 7.78 | 55.87 | — | — | |
| Sign EnhanceMitigation Strategy=Sign Enhance, Detection Backbone=LVLM-base, Base Model=GPT-4o2026.04 | 2.44 | 70.67 | — | — | |
| Sign EnhanceMitigation Strategy=Sign Enhance, Detection Backbone=OCR, Base Model=GPT-4o2026.04 | 2 | 34 | — | — | |
| Multi-agent FrameworkMitigation Strategy=Multi-agent Framework, Detection Backbone=LVLM-base, Base Model=GPT-4o2026.04 | 1.11 | 99 | — | 99.2 | |
| Filtering BaseMitigation Strategy=Filtering Base, Detection Backbone=LVLM-base, Base Model=GPT-4o2026.04 | 0 | 0 | 93.2 | — |