Anomaly Classification on Chest
88.15AUCMadCLIP
Evaluation results
| Method | Links | |
|---|---|---|
| MadCLIPSource=This Paper, Paradigm=Few-shot, Samples per class=162025.06 | 88.15 | |
| MadCLIPSource=Ours, Shots=42025.06 | 88.1 | |
| MVFASource=CVPR24, Paradigm=Few-shot, Samples per class=162025.06 | 85.72 | |
| DRASource=CVPR22, Paradigm=Unsupervised2025.06 | 85.01 | |
| MadCLIPSource=Ours, Shots=22025.06 | 84.56 | |
| MadCLIPSource=Ours, Shots=82025.06 | 83.9 | |
| MVFASource=CVPR24, Shots=82025.06 | 83.89 | |
| DRASource=CVPR22, Shots=82025.06 | 82.7 | |
| MKDSource=CVPR22, Paradigm=Unsupervised2025.06 | 81.99 | |
| MVFASource=CVPR24, Shots=42025.06 | 81.95 | |
| MVFASource=CVPR24, Shots=22025.06 | 81.32 | |
| APRIL-GANSource=CVPRw23, Paradigm=Few-shot, Samples per class=162025.06 | 78.62 | |
| APRIL-GANSource=CVPRw23, Shots=42025.06 | 77.43 | |
| DRASource=CVPR22, Shots=42025.06 | 75.81 | |
| PatchCoreSource=CVPR22, Paradigm=Unsupervised2025.06 | 75.17 | |
| APRIL-GANSource=CVPRw23, Shots=82025.06 | 73.69 | |
| DRASource=CVPR22, Shots=22025.06 | 72.22 | |
| MediCLIPSource=MICCAI24, Shots=82025.06 | 72.08 | |
| CFLOWADSource=WACV22, Paradigm=Unsupervised2025.06 | 71.44 | |
| APRIL-GANSource=CVPRw23, Shots=22025.06 | 69.84 | |
| MediCLIPSource=MICCAI24, Paradigm=Few-shot, Samples per class=162025.06 | 69.74 | |
| RD4ADSource=CVPR22, Paradigm=Unsupervised2025.06 | 67.53 | |
| MediCLIPSource=MICCAI24, Shots=22025.06 | 61.69 | |
| MediCLIPSource=MICCAI24, Shots=42025.06 | 56.83 |