AI Image Detection on Community (test)
89.53AUROCFreqNet
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FreqNetTraining Domain=Community2026.05 | 89.53 | 53.76 | |
| CLIPDetectionTraining Domain=Community2026.05 | 88.92 | 42.83 | |
| DIRETraining Domain=Community2026.05 | 87.09 | 27.74 | |
| FiSeR (Ours)Training Domain=Community, Decision Boundary=k-NN2026.05 | 86.99 | 58.55 | |
| LGradTraining Domain=Community2026.05 | 86.01 | 57.35 | |
| AIDETraining Domain=Community2026.05 | 81.27 | 29.5 | |
| Gram-NetTraining Domain=Community2026.05 | 81.24 | 28.54 | |
| ResNet-50Training Domain=Community2026.05 | 80.49 | 35.49 | |
| SAFETraining Domain=Community2026.05 | 73.71 | 24.33 | |
| UniFDTraining Domain=Community2026.05 | 71.57 | 42.03 | |
| LASTEDTraining Domain=Community2026.05 | 68.33 | 32.53 | |
| CNNDetectionTraining Domain=Community2026.05 | 65.32 | 15.11 | |
| NPRTraining Domain=Community2026.05 | 55.65 | 8.4 |