| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Camelyon | PDP-Diffusion | FID15 | 54 | 1mo ago | |
| CelebA | PrivImage | FID12.3 | 54 | 1mo ago | |
| DEVICE-TEM synthetic | MS-SSIM VAE | Noise Std0.008 | 10 | 1mo ago | |
| NANO-TEM (synthetic) | MS-SSIM VAE | Noise std0.015 | 10 | 1mo ago | |
| NANO-TEM synthetic images n=6656 | VAE | Noise Std0.015 | 10 | 1mo ago | |
| ACDC Night | CLIP Accuracy100 | 5 | 4mo ago | ||
| ACDC Fog | CLIP Accuracy100 | 5 | 4mo ago | ||
| ACDC Rain | CLIP Accuracy100 | 5 | 4mo ago | ||
| Faeces dataset | Siamese-Diffusion | FID143.736 | 5 | 5mo ago | |
| Polyp dataset (test) | Siamese-Diffusion (Ours) | FID62.706 | 5 | 5mo ago | |
| Kvasir-VQA (test) | FLUX | Fidelity0.36 | 4 | 2mo ago | |
| ACDC Snow | CLIP Accuracy100 | 4 | 4mo ago | ||
| ISIC 2016 (test) | Siamese-Diffusion | FID64.208 | 3 | 5mo ago | |
| Shenzhen | PLAN | Accuracy83.85 | 3 | 5mo ago |
