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Image Editing on Structure-based Fake Completion Injection

10.44M Avg ScoreNo mitigation
-0.41762.40125.228.0388Apr 21, 2026

Evaluation results

MethodLinks
No mitigationMitigation Strategy=No mitigation, Base Model=GPT-4o2026.0410.4460.67——
Sign EnhanceMitigation Strategy=Sign Enhance, Detection Backbone=OCR, Base Model=GPT-4o2026.042.4528.34——
Sign EnhanceMitigation Strategy=Sign Enhance, Detection Backbone=LVLM-base, Base Model=GPT-4o2026.042.2970.67——
Multi-agent FrameworkMitigation Strategy=Multi-agent Framework, Detection Backbone=LVLM-base, Base Model=GPT-4o2026.041.3380.67—94.8
Filtering BaseMitigation Strategy=Filtering Base, Detection Backbone=LVLM-base, Base Model=GPT-4o2026.040097.6—