AI-generated image detection on CelebA-HQ v2 (test)
100ACCGRRE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GRRETrain set configuration=CelebA-HQ w. SD-v2, Test generator model=DALLE-22026.01 | 100 | 100 | |
| GRRETrain set configuration=LSUN-B. w. StyleGAN, Test generator model=DALLE-22026.01 | 100 | 100 | |
| GRRETrain set configuration=LSUN-B. w. StyleGAN, Test generator model=IF2026.01 | 100 | 100 | |
| GRRETrain set configuration=CelebA-HQ w. SD-v2, Test generator model=Midjourney2026.01 | 100 | 100 | |
| GRRETrain set configuration=LSUN-B. w. StyleGAN, Test generator model=Midjourney2026.01 | 100 | 100 | |
| GRRETrain set configuration=CelebA-HQ w. SD-v2, Test generator model=SD-v22026.01 | 100 | 100 | |
| GRRETrain set configuration=LSUN-B. w. StyleGAN, Test generator model=SD-v22026.01 | 100 | 100 | |
| GRRETrain set configuration=CelebA-HQ w. SD-v2, Test generator model=IF2026.01 | 99.95 | 100 | |
| FIRETrain set configuration=CelebA-HQ w. SD-v2, Test generator model=SD-v22026.01 | 99.95 | 100 | |
| DIRETrain set configuration=CelebA-HQ w. SD-v2, Test generator model=SD-v22026.01 | 99.9 | 100 | |
| DIRETrain set configuration=CelebA-HQ w. SD-v2, Test generator model=Midjourney2026.01 | 99.82 | 100 | |
| FakeInversionTrain set configuration=CelebA-HQ w. SD-v2, Test generator model=SD-v22026.01 | 99.7 | 99.99 | |
| FIRETrain set configuration=CelebA-HQ w. SD-v2, Test generator model=Midjourney2026.01 | 99.64 | 99.88 | |
| DIRETrain set configuration=CelebA-HQ w. SD-v2, Test generator model=DALLE-22026.01 | 99.6 | 100 | |
| AEROBLADETrain set configuration=CelebA-HQ w. SD-v2, Test generator model=IF2026.01 | 99.35 | 99.97 | |
| AEROBLADETrain set configuration=LSUN-B. w. StyleGAN, Test generator model=IF2026.01 | 99.35 | 99.97 | |
| DIRETrain set configuration=CelebA-HQ w. SD-v2, Test generator model=IF2026.01 | 99 | 100 | |
| FIRETrain set configuration=CelebA-HQ w. SD-v2, Test generator model=IF2026.01 | 96.85 | 99.87 | |
| AEROBLADETrain set configuration=CelebA-HQ w. SD-v2, Test generator model=Midjourney2026.01 | 95.45 | 97.76 | |
| AEROBLADETrain set configuration=LSUN-B. w. StyleGAN, Test generator model=Midjourney2026.01 | 95.45 | 97.76 | |
| DIRETrain set configuration=LSUN-B. w. StyleGAN, Test generator model=SD-v22026.01 | 94.35 | 98.58 | |
| DIRETrain set configuration=LSUN-B. w. StyleGAN, Test generator model=Midjourney2026.01 | 93.64 | 99.74 | |
| DIRETrain set configuration=LSUN-B. w. StyleGAN, Test generator model=IF2026.01 | 92.8 | 96.22 | |
| FakeInversionTrain set configuration=LSUN-B. w. StyleGAN, Test generator model=Midjourney2026.01 | 91 | 96.92 | |
| FakeInversionTrain set configuration=CelebA-HQ w. SD-v2, Test generator model=Midjourney2026.01 | 90.91 | 82.79 | |
| FIRETrain set configuration=LSUN-B. w. StyleGAN, Test generator model=Midjourney2026.01 | 90.91 | 30.91 | |
| DIRETrain set configuration=LSUN-B. w. StyleGAN, Test generator model=DALLE-22026.01 | 89.67 | 89.7 | |
| FIRETrain set configuration=CelebA-HQ w. SD-v2, Test generator model=DALLE-22026.01 | 86.07 | 99.7 | |
| AEROBLADETrain set configuration=CelebA-HQ w. SD-v2, Test generator model=DALLE-22026.01 | 73.47 | 72.28 | |
| AEROBLADETrain set configuration=LSUN-B. w. StyleGAN, Test generator model=DALLE-22026.01 | 73.47 | 72.28 | |
| AEROBLADETrain set configuration=CelebA-HQ w. SD-v2, Test generator model=SD-v22026.01 | 69.65 | 75.73 | |
| AEROBLADETrain set configuration=LSUN-B. w. StyleGAN, Test generator model=SD-v22026.01 | 69.65 | 75.73 | |
| FakeInversionTrain set configuration=CelebA-HQ w. SD-v2, Test generator model=DALLE-22026.01 | 67.93 | 61.81 | |
| FakeInversionTrain set configuration=LSUN-B. w. StyleGAN, Test generator model=DALLE-22026.01 | 66.93 | 80.15 | |
| FIRETrain set configuration=LSUN-B. w. StyleGAN, Test generator model=DALLE-22026.01 | 66.67 | 49.7 | |
| FakeInversionTrain set configuration=LSUN-B. w. StyleGAN, Test generator model=IF2026.01 | 55.95 | 98.51 | |
| FakeInversionTrain set configuration=CelebA-HQ w. SD-v2, Test generator model=IF2026.01 | 55.6 | 83.49 | |
| FakeInversionTrain set configuration=LSUN-B. w. StyleGAN, Test generator model=SD-v22026.01 | 55.6 | 93.19 | |
| FIRETrain set configuration=LSUN-B. w. StyleGAN, Test generator model=IF2026.01 | 50 | 39.35 | |
| FIRETrain set configuration=LSUN-B. w. StyleGAN, Test generator model=SD-v22026.01 | 50 | 55.99 |