Synthbuster
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| AIGI Detection | Synthbuster | B.Acc99.8 | 35 | |
| AI-generated image detection | Synthbuster | DALL·E 2 Score99.8 | 23 | |
| Synthetic Image Detection | Synthbuster | Balanced Accuracy97.5 | 23 | |
| AI-generated image detection | SynthBuster (test) | Accuracy94.9 | 12 | |
| AI-generated image detection | Synthbuster Midjourney (test) | Accuracy99.7 | 12 | |
| AI-generated image detection | Synthbuster Firefly (test) | Accuracy99.7 | 12 | |
| Fake Image Detection | Synthbuster LlamaGen | Accuracy99.9 | 12 | |
| Fake Image Detection | Synthbuster Emu3 | Accuracy99.9 | 12 | |
| Fake Image Detection | Synthbuster Glide | Accuracy0.9885 | 12 | |
| Fake Image Detection | Synthbuster DALL-E 3 | Accuracy99.85 | 12 | |
| Fake Image Detection | Synthbuster DALL-E 2 | Accuracy99.8 | 12 | |
| Fake Image Detection | Synthbuster SD XL | Accuracy0.999 | 12 | |
| Fake Image Detection | Synthbuster SD 1.4 (test) | Accuracy99.85 | 12 | |
| Fake Image Detection | Synthbuster SD 1.3 (test) | Accuracy99.9 | 12 | |
| AI-generated image detection | Synthbuster | ACC (Clean)90.1 | 3 |
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