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Benchmarks
Forgery Detection on MedForge-90K Implant Forgery Cross-Forgery
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93.39
Accuracy
MedForge-Reasoner
48.7532
60.3416
71.93
83.5184
Mar 19, 2026
Accuracy
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
F1 Score
MedForge-Reasoner
Category=Generic MLLMs
2026.03
93.39
92.97
SIDA-13B
Category=Specialized D...
2026.03
87.24
86.57
AIGC-Holmes
Category=Specialized D...
2026.03
84.46
88.73
FakeVLM
Category=Specialized D...
2026.03
83.57
82.86
SIDA-7B
Category=Specialized D...
2026.03
76.18
74.06
Gemini3-Pro
Category=Generic MLLMs
2026.03
75.24
71.53
Gemini3-Flash
Category=Generic MLLMs
2026.03
62.46
72.05
Qwen3VL-Plus
Category=Generic MLLMs
2026.03
55.78
53.91
Qwen3VL-Flash
Category=Generic MLLMs
2026.03
50.47
53.7
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