Forgery Detection on MedForge-90K Remove Forgery Cross-Forgery
99.15AccuracyMedForge-Reasoner
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MedForge-ReasonerCategory=Generic MLLMs2026.03 | 99.15 | 99.14 | |
| AIGC-HolmesCategory=Specialized Detectors2026.03 | 90.64 | 85.97 | |
| SIDA-13BCategory=Specialized Detectors2026.03 | 90.17 | 89.46 | |
| FakeVLMCategory=Specialized Detectors2026.03 | 86.35 | 85.67 | |
| SIDA-7BCategory=Specialized Detectors2026.03 | 77.92 | 77.28 | |
| Gemini3-ProCategory=Generic MLLMs2026.03 | 66.49 | 57.62 | |
| Gemini3-FlashCategory=Generic MLLMs2026.03 | 62.27 | 71.91 | |
| Qwen3VL-PlusCategory=Generic MLLMs2026.03 | 55.86 | 54.26 | |
| Qwen3VL-FlashCategory=Generic MLLMs2026.03 | 54.17 | 59.51 |