| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| IHC(CK8/18) (test) | IMPLICITSTAINER | PSNR22.24 | 27 | 5d ago | |
| HEMIT 13 (full dataset) | IMPLICITSTAINER | PSNR32.26 | 24 | 5d ago | |
| BCI All | Variance-Penalized GAN | SSIM0.47 | 13 | 1mo ago | |
| BCI Class 3+ | CycleGAN | SSIM36.87 | 10 | 1mo ago | |
| BCI Class 2+ | USI-GAN | SSIM0.3842 | 10 | 1mo ago | |
| BCI Class 1+ | USI-GAN | SSIM40.68 | 10 | 1mo ago | |
| BCI Class 0 | CycleGAN | SSIM45.07 | 10 | 1mo ago | |
| MIST Ki67 | CycleGAN | SSIM0.1544 | 10 | 1mo ago | |
| MIST HER2 | CycleGAN | SSIM0.1247 | 10 | 1mo ago | |
| MIST PR | ASP | SSIM0.1391 | 10 | 1mo ago | |
| MIST ER | CycleGAN | SSIM0.1444 | 10 | 1mo ago | |
| MIST | HistDiT | SSIM21.1 | 8 | 9d ago | |
| MIST HER2 1,000 images (test) | UNIStainNet | FID34.5 | 6 | 1mo ago | |
| BCI 977 images (test) | UNIStainNet | FID34.6 | 5 | 1mo ago | |
| MIST ER 1,000 (test) | UNIStainNet | FID29.2 | 5 | 1mo ago | |
| MIST PR 1,000 (test) | UNIStainNet | FID29 | 4 | 1mo ago | |
| MIST Ki67 1,000 images (test) | UNIStainNet | FID27.2 | 4 | 1mo ago |
