Generated Image Detection on DARG Class-to-Image
99.6HMAR-20RINE
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| RINE2025.11 | 99.6 | — | 99.6 | 99.8 | 99.8 | 99.6 | 99.5 | 99.9 | 99.9 | 99.7 | |
| Corvi2025.11 | 99.2 | — | 99.3 | 99.7 | 99.7 | 99.5 | 99.5 | 86.4 | 86.1 | 96.2 | |
| B-Free2025.11 | 98 | — | 98.1 | 98.7 | 98.5 | 97.4 | 97.2 | 98.5 | 98.5 | 98.1 | |
| D3QE2025.11 | 95.6 | — | 95.3 | 98.7 | 98.3 | 95.4 | 94.6 | 97.5 | 97.2 | 96.6 | |
| AEROBLADE*2025.11 | 89.1 | — | 89.3 | 99.1 | 99.3 | 91.1 | 91 | 48.8 | 48.5 | 82 | |
| PRADA2025.11 | 85.9 | — | 90.5 | 98.7 | 98.8 | 83.6 | 96.6 | 97.4 | 98.1 | 93.7 | |
| DRCT2025.11 | 81.6 | — | 82.1 | 86.5 | 84.2 | 80.6 | 79.7 | 93.3 | 93.1 | 85.1 | |
| RIGID2025.11 | 78.7 | — | 77.3 | 84.9 | 81.8 | 75.8 | 74 | 92.5 | 92.9 | 82.2 | |
| ICASEvaluation protocol=finetuned2025.11 | 76.4 | — | 85.8 | 99.9 | 99.9 | 66.5 | 74.9 | 91.4 | 98 | 86.6 | |
| Quantization Err.2025.11 | 54.3 | — | 53.6 | 99.5 | 99.6 | 56.1 | 54.9 | 58.1 | 58 | 66.8 | |
| ICASEvaluation protocol=default2025.11 | 53.1 | — | 52.3 | 99.9 | 99.9 | 74.2 | 67.5 | 98.9 | 94.8 | 80.1 | |
| ∆(xt, c)2025.11 | 49.1 | — | 54.5 | 93.2 | 95.5 | 51.9 | 79 | 94.6 | 98.8 | 77.1 |