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Benchmarks
Forgery Detection on MedForge-90K Remove Forgery Cross-Model
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94.09
Accuracy
MedForge-Reasoner
53.0308
63.6904
74.35
85.0096
Mar 19, 2026
Accuracy
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
F1 Score
MedForge-Reasoner
Category=Generic MLLMs
2026.03
94.09
93.76
AIGC-Holmes
Category=Specialized D...
2026.03
87.23
83.58
SIDA-13B
Category=Specialized D...
2026.03
86.53
85.87
FakeVLM
Category=Specialized D...
2026.03
82.51
81.84
SIDA-7B
Category=Specialized D...
2026.03
75.68
72.94
Gemini3-Pro
Category=Generic MLLMs
2026.03
65.7
56.19
Gemini3-Flash
Category=Generic MLLMs
2026.03
60.34
71.34
Qwen3VL-Plus
Category=Generic MLLMs
2026.03
56.1
55.32
Qwen3VL-Flash
Category=Generic MLLMs
2026.03
54.61
58.78
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