Forgery Detection on MedForge-90K Real Forgery Cross-Forgery
95.24AccuracyMedForge-Reasoner
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MedForge-ReasonerCategory=Generic MLLMs2026.03 | 95.24 | 93.29 | |
| AIGC-HolmesCategory=Specialized Detectors2026.03 | 86.53 | 85.84 | |
| SIDA-13BCategory=Specialized Detectors2026.03 | 85.68 | 84.95 | |
| FakeVLMCategory=Specialized Detectors2026.03 | 81.86 | 81.18 | |
| Gemini3-FlashCategory=Generic MLLMs2026.03 | 73.39 | 41.14 | |
| SIDA-7BCategory=Specialized Detectors2026.03 | 73.14 | 72.47 | |
| Gemini3-ProCategory=Generic MLLMs2026.03 | 65.11 | 62.64 | |
| Qwen3VL-FlashCategory=Generic MLLMs2026.03 | 55.5 | 38.62 | |
| Qwen3VL-PlusCategory=Generic MLLMs2026.03 | 54.28 | 46.36 |