Forgery Detection on MedForge-90K Remove Forgery Cross-Model
94.09AccuracyMedForge-Reasoner
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MedForge-ReasonerCategory=Generic MLLMs2026.03 | 94.09 | 93.76 | |
| AIGC-HolmesCategory=Specialized Detectors2026.03 | 87.23 | 83.58 | |
| SIDA-13BCategory=Specialized Detectors2026.03 | 86.53 | 85.87 | |
| FakeVLMCategory=Specialized Detectors2026.03 | 82.51 | 81.84 | |
| SIDA-7BCategory=Specialized Detectors2026.03 | 75.68 | 72.94 | |
| Gemini3-ProCategory=Generic MLLMs2026.03 | 65.7 | 56.19 | |
| Gemini3-FlashCategory=Generic MLLMs2026.03 | 60.34 | 71.34 | |
| Qwen3VL-PlusCategory=Generic MLLMs2026.03 | 56.1 | 55.32 | |
| Qwen3VL-FlashCategory=Generic MLLMs2026.03 | 54.61 | 58.78 |