AI Image Detection on WildFake (test)
84.93AUROCDIRE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DIRETraining Domain=Community2026.05 | 84.93 | 29.49 | |
| LGradTraining Domain=Community2026.05 | 84.68 | 4.39 | |
| Gram-NetTraining Domain=Community2026.05 | 84.51 | 23.81 | |
| CNNDetectionTraining Domain=Community2026.05 | 84.07 | 47.49 | |
| CLIPDetectionTraining Domain=Community2026.05 | 83.46 | 0 | |
| SAFETraining Domain=Community2026.05 | 83.26 | 46.63 | |
| AIDETraining Domain=Community2026.05 | 80.45 | 18.83 | |
| ResNet-50Training Domain=Community2026.05 | 80.34 | 19.88 | |
| FiSeR (Ours)Training Domain=Community, Decision Boundary=k-NN2026.05 | 79.73 | 72.3 | |
| UniFDTraining Domain=Community2026.05 | 78.35 | 32.97 | |
| LASTEDTraining Domain=Community2026.05 | 71.1 | 5.38 | |
| FreqNetTraining Domain=Community2026.05 | 68.04 | 9.03 | |
| NPRTraining Domain=Community2026.05 | 43.59 | 4.29 |