AI-generated Image Detection on Treasure
88.21Accuracy (AI)Fleet
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| FleetSetting=Few-shot, Shots=10-shot2026.06 | 88.21 | 97.05 | 92.63 | 95.66 | 99.96 | |
| FleetSetting=Few-shot, Shots=5-shot2026.06 | 84.23 | 97.5 | 90.87 | 95.26 | 99.97 | |
| PLMVenue=AAAI 26, Setting=Zero-shot2026.06 | 76.56 | 99.8 | 88.18 | 90.44 | 98.96 | |
| FleetSetting=Few-shot, Shots=1-shot2026.06 | 76.08 | 97.9 | 86.99 | 92.69 | 99.97 | |
| SAFEVenue=KDD 25, Setting=Zero-shot2026.06 | 73.53 | 99.79 | 86.66 | 86.26 | 99.83 | |
| ClipDetectionVenue=CVPR 23, Setting=Zero-shot2026.06 | 72.56 | 75.77 | 74.17 | 84.33 | 96.28 | |
| FreqNetVenue=AAAI 24, Setting=Zero-shot2026.06 | 71.87 | 75.02 | 73.42 | 77.71 | 96 | |
| AIDEVenue=ICLR 25, Setting=Zero-shot2026.06 | 70.94 | 98.56 | 84.75 | 83.72 | 98.47 | |
| FSDVenue=ICML 25, Setting=Few-shot, Shots=10-shot2026.06 | 68.28 | 83.45 | 75.87 | 80.54 | 74.81 | |
| FSDVenue=ICML 25, Setting=Few-shot, Shots=5-shot2026.06 | 66.56 | 79.55 | 73.05 | 77.42 | 74.15 | |
| FSDVenue=ICML 25, Setting=Few-shot, Shots=1-shot2026.06 | 58.51 | 71.14 | 64.82 | 68 | 65.38 |