Synthetic Image Detection on DDA-COCO (SD Model Performance)
85.18Average AccuracyRNSIDNet
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| RNSIDNet2026.07 | 85.18 | 84.18 | 97.95 | 89.69 | 98.91 | 86.05 | 98.48 | 89.63 | 98.91 | 76.35 | 96.84 | 98.22 | |
| RNSIDNet2026.07 | 85.18 | — | — | — | — | — | — | — | — | — | — | 98.22 | |
| DRCT2026.07 | 70.23 | 83.32 | 95.27 | 77 | 93.11 | 62.49 | 81.69 | 76.83 | 93.1 | 51.49 | 64.76 | 85.59 | |
| DRCT2026.07 | 70.23 | — | — | — | — | — | — | — | — | — | — | 85.59 | |
| UFD2026.07 | 52.75 | 54.4 | 76.5 | 53.24 | 73.59 | 51.52 | 66.35 | 53.29 | 73.59 | 51.29 | 65.72 | 71.15 | |
| UFD2026.07 | 52.75 | — | — | — | — | — | — | — | — | — | — | 71.15 | |
| DIRE2026.07 | 51.41 | 50.32 | 50.47 | 52.38 | 53.55 | 51.95 | 53.14 | 52.4 | 53.55 | 50 | 49.79 | 52.1 | |
| DIRE2026.07 | 51.41 | — | — | — | — | — | — | — | — | — | — | 52.1 | |
| RINE2026.07 | 51.36 | 51.56 | 88.42 | 51.91 | 88.98 | 50.24 | 80.09 | 52.02 | 88.98 | 51.05 | 83.31 | 85.96 | |
| RINE2026.07 | 51.36 | — | — | — | — | — | — | — | — | — | — | 85.96 | |
| C2P-CLIP2026.07 | 50.95 | 51.85 | 69.16 | 51.06 | 67.68 | 49.85 | 62.38 | 51 | 67.66 | 50.97 | 67.7 | 66.92 | |
| C2P-CLIP2026.07 | 50.95 | — | — | — | — | — | — | — | — | — | — | 66.92 | |
| Cozzo20242026.07 | 50.42 | 50.46 | 63.99 | 50.55 | 62.97 | 50.32 | 60.92 | 50.57 | 62.93 | 50.18 | 55.43 | 61.25 | |
| Cozzo20242026.07 | 50.42 | — | — | — | — | — | — | — | — | — | — | 61.25 | |
| LGrad2026.07 | 50.19 | 50.22 | 51.08 | 50.63 | 54.88 | 50 | 51.17 | 50.63 | 54.87 | 49.47 | 48.73 | 52.15 | |
| LGrad2026.07 | 50.19 | — | — | — | — | — | — | — | — | — | — | 52.15 | |
| AIDE2026.07 | 50.12 | 50.18 | 56.83 | 50.14 | 55.95 | 50.13 | 53.1 | 50.12 | 55.95 | 50.05 | 51.88 | 54.74 | |
| AIDE2026.07 | 50.12 | — | — | — | — | — | — | — | — | — | — | 54.74 |