Forgery Detection on MedForge-90K Implant Forgery Cross-Model
94.86AccuracyMedForge-Reasoner
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MedForge-ReasonerCategory=Generic MLLMs2026.03 | 94.86 | 94.63 | |
| SIDA-13BCategory=Specialized Detectors2026.03 | 85.86 | 83.17 | |
| AIGC-HolmesCategory=Specialized Detectors2026.03 | 80.91 | 84.25 | |
| FakeVLMCategory=Specialized Detectors2026.03 | 79.82 | 79.16 | |
| SIDA-7BCategory=Specialized Detectors2026.03 | 76.57 | 69.85 | |
| Gemini3-ProCategory=Generic MLLMs2026.03 | 74.8 | 71.02 | |
| Gemini3-FlashCategory=Generic MLLMs2026.03 | 60.14 | 71.11 | |
| Qwen3VL-PlusCategory=Generic MLLMs2026.03 | 56.03 | 54.99 | |
| Qwen3VL-FlashCategory=Generic MLLMs2026.03 | 50.93 | 52.69 |