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Benchmarks
Forgery Detection on MedForge-90K Real Forgery Cross-Forgery
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95.24
Accuracy
MedForge-Reasoner
52.6416
63.7008
74.76
85.8192
Mar 19, 2026
Accuracy
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
F1 Score
MedForge-Reasoner
Category=Generic MLLMs
2026.03
95.24
93.29
AIGC-Holmes
Category=Specialized D...
2026.03
86.53
85.84
SIDA-13B
Category=Specialized D...
2026.03
85.68
84.95
FakeVLM
Category=Specialized D...
2026.03
81.86
81.18
Gemini3-Flash
Category=Generic MLLMs
2026.03
73.39
41.14
SIDA-7B
Category=Specialized D...
2026.03
73.14
72.47
Gemini3-Pro
Category=Generic MLLMs
2026.03
65.11
62.64
Qwen3VL-Flash
Category=Generic MLLMs
2026.03
55.5
38.62
Qwen3VL-Plus
Category=Generic MLLMs
2026.03
54.28
46.36
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