Medical Anomaly Detection on Brain MRI (Precision, Recall, F1)
91.1PrecisionMEDIC-AD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MEDIC-ADCategory=Medical, Size=7B, Zero-shot=true2026.03 | 91.1 | 92.9 | 92 | |
| Citrus-VCategory=Medical, Size=8B, Zero-shot=true2026.03 | 85.5 | 95.5 | 90.2 | |
| LingshuCategory=Medical, Size=7B, Zero-shot=true2026.03 | 83.1 | 94.3 | 88.4 | |
| InternVL2.5Category=General, Size=8B, Zero-shot=true2026.03 | 81.2 | 97.4 | 88.6 | |
| Qwen2.5-VLCategory=General, Size=7B, Zero-shot=true2026.03 | 76.1 | 92.9 | 83.6 | |
| LLaVA-MEDCategory=Medical, Size=7B, Zero-shot=true2026.03 | 69 | 95.5 | 80.1 | |
| Claude-3.5Category=Closed, Size=–, Zero-shot=true2026.03 | 64 | 100 | 78.1 | |
| AnomalyGPTCategory=Anomaly, Size=13B, Zero-shot=true2026.03 | 61 | 96.8 | 74.8 | |
| GPT-4oCategory=Closed, Size=–, Zero-shot=true2026.03 | 59.3 | 98.6 | 74.1 | |
| Anomaly-OVCategory=Anomaly, Size=7B, Zero-shot=true2026.03 | 53.1 | 71.6 | 61 |