Forgery Detection on MedForge Real Forgery Cross-Model 90K
92.86AccuracyMedForge-Reasoner
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MedForge-ReasonerCategory=Generic MLLMs2026.03 | 92.86 | 92.07 | |
| AIGC-HolmesCategory=Specialized Detectors2026.03 | 84.37 | 86.68 | |
| SIDA-13BCategory=Specialized Detectors2026.03 | 84.25 | 80.58 | |
| FakeVLMCategory=Specialized Detectors2026.03 | 76.94 | 76.29 | |
| SIDA-7BCategory=Specialized Detectors2026.03 | 73.42 | 67.73 | |
| Gemini3-FlashCategory=Generic MLLMs2026.03 | 72.57 | 34.78 | |
| Gemini3-ProCategory=Generic MLLMs2026.03 | 64.49 | 62.22 | |
| Qwen3VL-PlusCategory=Generic MLLMs2026.03 | 55.1 | 46.18 | |
| Qwen3VL-FlashCategory=Generic MLLMs2026.03 | 54.9 | 40.26 |