AI-generated image detection on Ojha Diffusion Benchmark 1.0 (test)
98.7DALL-E Acc
FatFormer
Updated 1mo ago
Evaluation Results
| Method | Links | ||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.05 | 98.7 | 99.8 | 94.5 | 99.5 | 94.1 | 99.3 | 94.2 | 99.1 | 75.9 | 91.8 | 98.5 | 99.8 | 98.5 | 99.8 | 94.8 | 99 | 93.6 | 98.4 | |
2026.05 | 98.7 | 99.8 | 94.5 | 99.5 | 94.1 | 99.3 | 94.2 | 99.1 | 75.9 | 91.8 | 98.5 | 99.8 | 98.5 | 99.8 | 94.8 | 99 | 93.6 | 98.4 | |
2026.05 | 98.1 | 99.6 | 97.6 | 99.6 | 97.4 | 99.5 | 97.7 | 99.5 | 92.8 | 97.4 | 98.8 | 99.8 | 98.9 | 100 | 98.7 | 99.8 | 97.5 | 99.4 | |
2026.05 | 98.1 | 99.6 | 97.6 | 99.6 | 97.4 | 99.5 | 97.7 | 99.5 | 92.8 | 97.4 | 98.8 | 99.8 | 98.9 | 100 | 98.7 | 99.8 | 97.5 | 99.4 | |
2026.05 | 97.5 | 99.7 | 97.2 | 99.4 | 95.8 | 98.9 | 96.6 | 99.2 | 82.4 | 95.7 | 98.8 | 100 | 98.8 | 100 | 98.7 | 99.8 | 95.7 | 99 | |
2026.05 | 97.5 | 99.7 | 97.2 | 99.4 | 95.8 | 98.9 | 96.6 | 99.2 | 82.4 | 95.7 | 98.8 | 100 | 98.8 | 100 | 98.7 | 99.8 | 95.7 | 99 | |
2026.05 | 97.2 | 99.5 | 87.8 | 96.1 | 84.4 | 96.6 | 86.5 | 95 | 67.2 | 74.5 | 97.8 | 99.6 | 97.4 | 99 | 98.2 | 99 | 89.6 | 94.9 | |
2026.05 | 97.2 | 99.5 | 87.8 | 96.1 | 84.4 | 96.6 | 86.5 | 95 | 67.2 | 74.5 | 97.8 | 99.6 | 97.4 | 99 | 98.2 | 99 | 89.6 | 94.9 | |
2026.06 | 95 | 99.5 | 90.7 | 99.2 | 88.9 | 99.1 | 92.6 | 99.5 | 76.1 | 96.6 | 98.7 | 99.9 | 98.3 | 99.9 | 88.2 | 98.7 | 91.1 | 99 | |
2026.05 | 94.5 | 99.5 | 98.2 | 99.8 | 97.8 | 99.7 | 98.2 | 99.8 | 75.8 | 81 | 99.3 | 99 | 99.1 | 99.9 | 99 | 99.9 | 95.1 | 97.4 | |
2026.05 | 94.5 | 99.5 | 98.2 | 99.8 | 97.8 | 99.7 | 98.2 | 99.8 | 75.8 | 81 | 99.3 | 99 | 99.1 | 99.9 | 99 | 99.9 | 95.1 | 97.4 | |
2026.06 | 94.5 | 99.5 | 98.2 | 99.8 | 97.8 | 99.7 | 98.2 | 99.8 | 75.8 | 81 | 99.3 | 99.9 | 99.1 | 99.9 | 99 | 99.8 | 95.2 | 97.4 | |
2026.06 | 92.1 | 98.3 | 98.6 | 100 | 98.7 | 100 | 98.4 | 99.9 | 75.9 | 87.6 | 98.8 | 100 | 98.6 | 99.9 | 98.5 | 99.9 | 94.9 | 98.2 | |
2026.06 | 89.5 | 96.8 | 90.1 | 97 | 90.7 | 97.2 | 91.1 | 97.4 | 75.7 | 85.1 | 90.5 | 97 | 90.2 | 97.1 | 77.3 | 88.6 | 86.9 | 94.5 | |
2026.05 | 89.3 | 96.5 | 90 | 96.5 | 90.7 | 97 | 90.8 | 97.2 | 75.1 | 84.5 | 90.1 | 97 | 90.2 | 97 | 77.3 | 88.6 | 86.7 | 94.3 | |
2026.05 | 89.3 | 96.5 | 90 | 96.5 | 90.7 | 97 | 90.8 | 97.2 | 75.1 | 84.5 | 90.1 | 97 | 90.2 | 97 | 77.3 | 88.6 | 86.7 | 94.3 | |
2026.05 | 88.5 | 97.3 | 89.5 | 94.9 | 87.4 | 93.2 | 90.6 | 95 | 86.7 | 99.8 | 94.8 | 99.2 | 94.2 | 99.1 | 95.8 | 99.2 | 90.9 | 97.3 | |
2026.05 | 88.5 | 97.3 | 89.5 | 94.9 | 87.4 | 93.2 | 90.6 | 95 | 86.7 | 99.8 | 94.8 | 99.2 | 94.2 | 99.1 | 95.8 | 99.2 | 90.9 | 97.3 | |
2026.06 | 88.5 | 97.3 | 89.4 | 94.9 | 87.4 | 93.2 | 90.7 | 95.1 | 86.6 | 100 | 94.8 | 99.2 | 94.2 | 99.1 | 95.9 | 99.2 | 90.9 | 97.2 | |
2026.05 | 83.3 | 93 | 80.1 | 92 | 83.4 | 93.9 | 77.6 | 88.7 | 80.9 | 90.5 | 88.9 | 97.7 | 89.3 | 97.9 | 88.1 | 96.9 | 84 | 93.8 | |
2026.05 | 83.3 | 93 | 80.1 | 92 | 83.4 | 93.9 | 77.6 | 88.7 | 80.9 | 90.5 | 88.9 | 97.7 | 89.3 | 97.9 | 88.1 | 96.9 | 84 | 93.8 | |
2026.06 | 79.8 | 99.1 | 87.3 | 99.7 | 82.8 | 99.1 | 84.9 | 98.8 | 74.2 | 81.4 | 95.8 | 99.8 | 95.6 | 99.9 | 94 | 99.8 | 86.8 | 97.2 | |
2026.06 | 71.6 | 79.9 | 88.3 | 95.4 | 87 | 94.5 | 88.5 | 95.4 | 69.2 | 70.8 | 74.1 | 84 | 73.4 | 83.3 | 80.7 | 89.1 | 79.1 | 86.5 | |
2026.06 | 67.2 | 83 | 51.2 | 52.6 | 51.1 | 51.9 | 51.7 | 53.5 | 49.6 | 49 | 54.7 | 65.8 | 54.9 | 65.9 | 53.8 | 58.9 | 54.3 | 60.1 | |
2026.05 | 57 | 62.5 | 53.6 | 44.3 | 50.4 | 40.8 | 52 | 42.3 | 53.4 | 52.5 | 56.6 | 51.3 | 56.4 | 50.9 | 56.4 | 52.4 | 54.5 | 49.6 | |
2026.05 | 57 | 62.5 | 53.6 | 44.3 | 50.4 | 40.8 | 52 | 42.3 | 53.4 | 52.5 | 56.6 | 51.3 | 56.4 | 50.9 | 56.4 | 52.4 | 54.5 | 49.6 | |
2026.06 | 57 | 62.5 | 53.6 | 44.3 | 50.4 | 40.8 | 52 | 42.3 | 53.4 | 52.5 | 56.6 | 51.3 | 56.4 | 50.9 | 56.5 | 52.1 | 54.5 | 49.6 | |
2026.06 | 55.9 | 58 | 54.9 | 52.3 | 48.9 | 46.9 | 51.7 | 49.9 | 40.6 | 42.3 | 62 | 62.6 | 61.7 | 61.7 | 58.4 | 58.5 | 54.3 | 54 | |
2026.06 | 52.4 | 51.6 | 58.8 | 63.2 | 59.4 | 64.1 | 64.2 | 68.3 | 58.3 | 63.4 | 53 | 54 | 52.6 | 51.9 | 51.9 | 52.6 | 56.3 | 58.7 | |
2026.05 | 51.8 | 61.2 | 53.3 | 72.9 | 53.1 | 71.3 | 54.2 | 76.1 | 54.9 | 66.6 | 51.9 | 63.7 | 52 | 64.5 | 51.6 | 63.1 | 52.8 | 67.5 | |
2026.05 | 51.8 | 61.2 | 53.3 | 72.9 | 53.1 | 71.3 | 54.2 | 76.1 | 54.9 | 66.6 | 51.9 | 63.7 | 52 | 64.5 | 51.6 | 63.1 | 52.8 | 67.5 | |
2026.06 | 51.8 | 61.3 | 53.3 | 72.9 | 53 | 71.3 | 54.2 | 76 | 54.9 | 66.6 | 51.9 | 63.7 | 52 | 64.5 | 51.6 | 63.1 | 52.8 | 67.4 |