GenImage
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Black-box Attack | GenImage | ASR99.9 | 162 | |
| Generated Image Detection | GenImage (test) | Average Accuracy99.7 | 103 | |
| AI-generated image detection | GenImage | Midjourney Detection Rate99.3 | 65 | |
| Adversarial Attack Imperceptibility | GenImage | PSNR34.7 | 30 | |
| AI-Generated Image Detection | GenImage 1.0 (test) | Midjourney Detection Rate95.61 | 24 | |
| AIGI Detection | GenImage v1.4 (test) | ADM Score0.88 | 18 | |
| Adversarial Attack | GenImage SD | CNNSpot Performance100 | 12 | |
| AIGI Detection | GenImage | B.Acc94.2 | 12 | |
| Generated Image Detection | GenImage v1.4 (test) | AP (SD1.4)100 | 8 | |
| AI-generated image detection | GenImage v1 (test) | SD 1.4 Detection Rate100 | 8 | |
| AIGC Detection | GenImage v1 (test) | Midjourney Accuracy65.5 | 8 | |
| AIGI Detection | GenImage Stable Diffusion DIRE detector (test) | AP100 | 5 | |
| AIGI Detection | GenImage Stable Diffusion AEROBLADE detector (test) | AP80 | 5 | |
| Deepfake Detection | GenImage New Generators (test) | SDv1.4 Score99.2 | 5 | |
| Deepfake Detection Attack | GenImage SD (test) | ASR (CNNSpot)1 | 4 | |
| Deepfake Detection | GenImage | Accuracy95.8 | 1 |
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