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Benchmarks
Forgery Detection on MedForge-90K Remove Forgery (In-Domain)
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99.21
Accuracy
MedForge-Reasoner
52.3684
64.5292
76.69
88.8508
Mar 19, 2026
Accuracy
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
F1 Score
MedForge-Reasoner
Category=Generic MLLMs
2026.03
99.21
99.21
SIDA-13B
Category=Specialized D...
2026.03
93.84
93.18
FakeVLM
Category=Specialized D...
2026.03
91.27
90.58
AIGC-Holmes
Category=Specialized D...
2026.03
90.58
89.82
SIDA-7B
Category=Specialized D...
2026.03
82.31
81.64
Gemini3-Pro
Category=Generic MLLMs
2026.03
65.05
59.47
Gemini3-Flash
Category=Generic MLLMs
2026.03
57.14
70.07
Qwen3VL-Plus
Category=Generic MLLMs
2026.03
55.8
52.42
Qwen3VL-Flash
Category=Generic MLLMs
2026.03
54.17
63.13
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