Artifact Classification on IPAD (test)
82.31C-AUROCIPAD-CLIP
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| IPAD-CLIPType=Proposed2026.05 | 82.31 | 79.2 | 77.12 | |
| FreqNetType=Manipulation Detection2026.05 | 73.21 | 70.69 | 72.14 | |
| LGradType=Manipulation Detection2026.05 | 69.97 | 67.43 | 65.23 | |
| DinomalyType=Anomaly Detection2026.05 | 67.24 | 65.82 | 69.18 | |
| UniADType=Anomaly Detection2026.05 | 66.71 | 65.36 | 68.23 | |
| MVSS-NetType=Manipulation Detection2026.05 | 66.18 | 64.74 | 67.79 | |
| PSCCNetType=Manipulation Detection2026.05 | 65.07 | 64.67 | 66.21 | |
| ViTADType=Anomaly Detection2026.05 | 63.77 | 60.17 | 66.92 | |
| MambaADType=Anomaly Detection2026.05 | 61.41 | 59.42 | 60.42 |