UniversalFakeDetect
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Deepfake Detection | UniversalFakeDetect 1.0 (test) | Accuracy (ProGAN)100 | 42 | |
| Fake Image Detection | UniversalFakeDetect (test) | Mean Accuracy98.5 | 40 | |
| AI-generated image detection | UniversalFakeDetect | Pro-GAN Accuracy100 | 32 | |
| Fake Image Detection | UniversalFakeDetect | mAcc94.6 | 14 | |
| Fake Image Detection | UniversalFakeDetect Mean | Accuracy96.4 | 13 | |
| Fake Image Detection | UniversalFakeDetect DALLE | Accuracy98.8 | 13 | |
| Fake Image Detection | UniversalFakeDetect LDM_200_cfg | Accuracy98.9 | 13 | |
| Fake Image Detection | UniversalFakeDetect LDM_200 | Accuracy99.5 | 13 | |
| Fake Image Detection | UniversalFakeDetect LDM_100 | Accuracy99.4 | 13 | |
| Fake Image Detection | UniversalFakeDetect Glide_100_27 | Accuracy98.5 | 13 | |
| Fake Image Detection | UniversalFakeDetect Glide_100_10 | Accuracy98.2 | 13 | |
| Fake Image Detection | UniversalFakeDetect Guided | Accuracy95.2 | 13 | |
| Forgery Detection | UniversalFakeDetect (test) | ProGAN100 | 12 | |
| Global Synthesis Detection | UniversalFakeDetect Fake Images | Accuracy74.7 | 3 | |
| Global Synthesis Detection | UniversalFakeDetect Real Images | Accuracy (%)99.9 | 3 |
Showing 15 of 15 rows