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FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models
2025-01-22
· ICLR 2025 Poster ·
anchor
Findings
IC-480
Pre-trained M-LLMs (GPT-4o, LLaVA-v1.6-34B, InternVL2-26B, Qwen2-VL-7B) produce imprecise tampering explanations when artifacts require fine-grained pixel-level analysis such as lighting or perspective inconsistencies