Forgery Detection on MedForge-90K Remove Forgery (In-Domain)
99.21AccuracyMedForge-Reasoner
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MedForge-ReasonerCategory=Generic MLLMs2026.03 | 99.21 | 99.21 | |
| SIDA-13BCategory=Specialized Detectors2026.03 | 93.84 | 93.18 | |
| FakeVLMCategory=Specialized Detectors2026.03 | 91.27 | 90.58 | |
| AIGC-HolmesCategory=Specialized Detectors2026.03 | 90.58 | 89.82 | |
| SIDA-7BCategory=Specialized Detectors2026.03 | 82.31 | 81.64 | |
| Gemini3-ProCategory=Generic MLLMs2026.03 | 65.05 | 59.47 | |
| Gemini3-FlashCategory=Generic MLLMs2026.03 | 57.14 | 70.07 | |
| Qwen3VL-PlusCategory=Generic MLLMs2026.03 | 55.8 | 52.42 | |
| Qwen3VL-FlashCategory=Generic MLLMs2026.03 | 54.17 | 63.13 |