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Benchmarks
Forgery Detection on MedForge-90K Remove Forgery Cross-Forgery
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99.15
Accuracy
MedForge-Reasoner
52.3708
64.5154
76.66
88.8046
Mar 19, 2026
Accuracy
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
F1 Score
MedForge-Reasoner
Category=Generic MLLMs
2026.03
99.15
99.14
AIGC-Holmes
Category=Specialized D...
2026.03
90.64
85.97
SIDA-13B
Category=Specialized D...
2026.03
90.17
89.46
FakeVLM
Category=Specialized D...
2026.03
86.35
85.67
SIDA-7B
Category=Specialized D...
2026.03
77.92
77.28
Gemini3-Pro
Category=Generic MLLMs
2026.03
66.49
57.62
Gemini3-Flash
Category=Generic MLLMs
2026.03
62.27
71.91
Qwen3VL-Plus
Category=Generic MLLMs
2026.03
55.86
54.26
Qwen3VL-Flash
Category=Generic MLLMs
2026.03
54.17
59.51
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