AIGIBench
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| AI-generated image detection | AIGIBench Mean | Accuracy86.6 | 33 | |
| AI-generated image detection | AIGIBench R3GAN | Accuracy95.4 | 23 | |
| AI-Generated Image Detection (Robustness) | AIGIBench (dev) | Mean Accuracy (Robustness)87.4 | 22 | |
| AI-Generated Image Detection | AIGIBench (test) | Accuracy84.04 | 22 | |
| AI-generated image detection | AIGIBench PhotoMaker | Accuracy97 | 21 | |
| AI-generated image detection | AIGIBench Infinite-ID | Accuracy96.9 | 21 | |
| AI-generated image detection | AIGIBench InSwap | Accuracy82 | 21 | |
| AI-generated image detection | AIGIBench E4S | Accuracy88.5 | 21 | |
| AI-generated image detection | AIGIBench BlendFace | Accuracy77.9 | 21 | |
| AI Image Detection | AIGIBench (OOD) | AUROC98 | 19 | |
| AI-generated image detection | AIGIBench | SocRF Score98.3 | 18 | |
| Cross-domain AI-generated image detection | AIGIBench | F1 Score89.75 | 15 | |
| AI Image Detection | AIGIBench (test) | AUROC93.84 | 13 | |
| AI-Generated Content Detection | AIGIBench in-the-wild (test) | SocRF90.9 | 12 | |
| AIGI Detection | AIGIBench | SocRF87.6 | 12 | |
| AI-generated Image Detection | AIGIBench 13 | Accuracy (AI)97.68 | 11 | |
| AI-generated image detection | AIGIBench CommunityAI | Accuracy85.4 | 11 | |
| AI-generated image detection | AIGIBench SocialRF | Accuracy68.1 | 11 | |
| AI-generated image detection | AIGIBench IP-Adapter | Accuracy93.3 | 11 | |
| AI-generated image detection | AIGIBench InstantID | Accuracy0.946 | 11 | |
| AI-generated image detection | AIGIBench BLIP | Accuracy99.2 | 11 | |
| AI-generated image detection | AIGIBench SDXL | Accuracy97.6 | 11 | |
| AI-generated image detection | AIGIBench SD3 | Accuracy97.4 | 11 | |
| AI-generated image detection | AIGIBench Imagen3 | Accuracy96.2 | 11 | |
| AI-generated image detection | AIGIBench DALLE-3 | Accuracy97.6 | 11 |
Showing 25 of 47 rows