BigGAN
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| AI-generated image detection | BigGAN | mAP99.3 | 17 | |
| AI-generated image detection | BigGAN generator (test) | Accuracy99.68 | 11 | |
| Fake image detection | BigGAN | AA99.34 | 9 | |
| AI Image Detection | BigGAN | Accuracy66.9 | 7 | |
| Adversarial Attack on AIGI Detectors | BigGAN | ASR97.1 | 3 | |
| Image Generation Quality | BigGAN 256x256 (test) | FID6.16 | 2 | |
| Image Generation Quality | BigGAN 128x128 (test) | FID5.68 | 2 | |
| Image Generation Quality | BigGAN 64x64 (test) | FID3.67 | 2 | |
| AI Image Detection | BigGAN (test) | Accuracy99.78 | 1 |
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