Medical Anomaly Detection on COVID-19
96.6PrecisionMEDIC-AD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MEDIC-ADCategory=Medical, Size=7B, Zero-shot=true2026.03 | 96.6 | 81.6 | 88.5 | |
| InternVL2.5Category=General, Size=8B, Zero-shot=true2026.03 | 94.8 | 60.2 | 73.6 | |
| Qwen2.5-VLCategory=General, Size=7B, Zero-shot=true2026.03 | 88.6 | 83.4 | 85.9 | |
| LingshuCategory=Medical, Size=7B, Zero-shot=true2026.03 | 84 | 84.4 | 84.2 | |
| Citrus-VCategory=Medical, Size=8B, Zero-shot=true2026.03 | 58.4 | 90.4 | 70.9 | |
| Claude-3.5Category=Closed, Size=–, Zero-shot=true2026.03 | 47.2 | 100 | 64.2 | |
| LLaVA-MEDCategory=Medical, Size=7B, Zero-shot=true2026.03 | 46.1 | 86.3 | 60.1 | |
| AnomalyGPTCategory=Anomaly, Size=13B, Zero-shot=true2026.03 | 33.9 | 57.2 | 42.5 | |
| Anomaly-OVCategory=Anomaly, Size=7B, Zero-shot=true2026.03 | 29.6 | 47 | 36.3 | |
| GPT-4oCategory=Closed, Size=–, Zero-shot=true2026.03 | 29.1 | 92.9 | 44.4 |