Image Editing on Structure-based Warning Injection
18.67M AvgNo mitigation
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| No mitigationMitigation Strategy=No mitigation, Base Model=GPT-4o2026.04 | 18.67 | 65 | — | — | |
| Multi-agent FrameworkMitigation Strategy=Multi-agent Framework, Detection Backbone=LVLM-base, Base Model=GPT-4o2026.04 | 3.56 | 98.33 | — | 95.6 | |
| Sign EnhanceMitigation Strategy=Sign Enhance, Detection Backbone=LVLM-base, Base Model=GPT-4o2026.04 | 2.22 | 78 | — | — | |
| Sign EnhanceMitigation Strategy=Sign Enhance, Detection Backbone=OCR, Base Model=GPT-4o2026.04 | 1.56 | 27.34 | — | — | |
| Filtering BaseMitigation Strategy=Filtering Base, Detection Backbone=LVLM-base, Base Model=GPT-4o2026.04 | 0 | 0 | 96.8 | — |