| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Membership Inference | Pokemon | ASR97.96 | 15 | |
| Image Generation | Pokemon | Fidelity81.86 | 10 | |
| External memory extraction attack detection | Pokemon | AUROC1 | 9 | |
| Image Synthesis | Pokemon | FID26.36 | 8 | |
| Membership Inference | Pokemon Real-world training setting (test) | ASR86.79 | 7 | |
| Infringement Model Detection | Pokemon | TP25 | 5 | |
| Image Classification | Pokemon | Accuracy64.8 | 4 | |
| Image Generation | Pokemon low-shot 833 imgs (train) | FID31.94 | 4 | |
| Image Synthesis | Pokemon few-sample 800 images | FID57.19 | 4 | |
| Watermark Detection | Pokemon | Pu (R=0)0 | 3 | |
| Novel View Synthesis | Pokemon D2 (test) | Diffuse Radiance PSNR23.47 | 3 | |
| Image Quality Assessment | Pokemon | PSNR35.72 | 2 | |
| Text to Image | Pokemon | CDP56 | 1 | |
| Summary | Pokemon | RDP47 | 1 | |
| Translation | Pokemon | BLEU0.29 | 1 |