AI-generated image detection on ImageNet 1k (test)
94.41AccuracyAEROBLADE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AEROBLADETrain set configuration=CelebA-HQ w. SD-v2, Test generator model=SD-v12026.01 | 94.41 | 97.53 | |
| AEROBLADETrain set configuration=LSUN-B. w. StyleGAN, Test generator model=SD-v12026.01 | 94.41 | 97.53 | |
| DIRETrain set configuration=LSUN-B. w. StyleGAN, Test generator model=SD-v12026.01 | 93.5 | 99.21 | |
| DIRETrain set configuration=LSUN-B. w. StyleGAN, Test generator model=ADM2026.01 | 93.15 | 99.08 | |
| GRRETrain set configuration=CelebA-HQ w. SD-v2, Test generator model=SD-v12026.01 | 91.69 | 98.59 | |
| GRRETrain set configuration=CelebA-HQ w. SD-v2, Test generator model=ADM2026.01 | 91.6 | 98.61 | |
| GRRETrain set configuration=LSUN-B. w. StyleGAN, Test generator model=ADM2026.01 | 85.17 | 100 | |
| GRRETrain set configuration=LSUN-B. w. StyleGAN, Test generator model=SD-v12026.01 | 85.17 | 99.76 | |
| DIRETrain set configuration=CelebA-HQ w. SD-v2, Test generator model=SD-v12026.01 | 83.04 | 97.53 | |
| DIRETrain set configuration=CelebA-HQ w. SD-v2, Test generator model=ADM2026.01 | 78.02 | 96.06 | |
| AEROBLADETrain set configuration=CelebA-HQ w. SD-v2, Test generator model=ADM2026.01 | 67.71 | 74.21 | |
| AEROBLADETrain set configuration=LSUN-B. w. StyleGAN, Test generator model=ADM2026.01 | 67.71 | 74.21 | |
| FakeInversionTrain set configuration=CelebA-HQ w. SD-v2, Test generator model=ADM2026.01 | 54 | 60.76 | |
| FIRETrain set configuration=CelebA-HQ w. SD-v2, Test generator model=ADM2026.01 | 53.15 | 54.65 | |
| FakeInversionTrain set configuration=LSUN-B. w. StyleGAN, Test generator model=ADM2026.01 | 53.14 | 95.98 | |
| FIRETrain set configuration=LSUN-B. w. StyleGAN, Test generator model=ADM2026.01 | 50.07 | 56.81 | |
| FakeInversionTrain set configuration=LSUN-B. w. StyleGAN, Test generator model=SD-v12026.01 | 50.05 | 48.19 | |
| FIRETrain set configuration=CelebA-HQ w. SD-v2, Test generator model=SD-v12026.01 | 47.04 | 73.54 | |
| FakeInversionTrain set configuration=CelebA-HQ w. SD-v2, Test generator model=SD-v12026.01 | 41.49 | 53.82 | |
| FIRETrain set configuration=LSUN-B. w. StyleGAN, Test generator model=SD-v12026.01 | 33.43 | 52.59 |