Artifact Segmentation on IPAD (test)
93.1S-AUROCIPAD-CLIP
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| IPAD-CLIPType=Proposed2026.05 | 93.1 | 41.66 | 43.14 | 82.87 | |
| DinomalyType=Anomaly Detection2026.05 | 89.36 | 30.89 | 32.04 | 74.13 | |
| FreqNetType=Manipulation Detection2026.05 | 88.74 | 29.96 | 31.13 | 72.37 | |
| LGradType=Manipulation Detection2026.05 | 87.69 | 27.78 | 27.89 | 62.81 | |
| UniADType=Anomaly Detection2026.05 | 85.02 | 27.76 | 29.8 | 69.7 | |
| ViTADType=Anomaly Detection2026.05 | 84.82 | 22.55 | 25.24 | 62.49 | |
| PSCCNetType=Manipulation Detection2026.05 | 81.25 | 23.48 | 26.42 | 63.47 | |
| MVSS-NetType=Manipulation Detection2026.05 | 80.03 | 24.22 | 25.76 | 67.68 | |
| MambaADType=Anomaly Detection2026.05 | 79.85 | 20.28 | 23.47 | 61.14 |