MIST
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Virtual Staining | MIST HER2 | SSIM0.2485 | 46 | |
| ROI-level classification | MIST | Accuracy92.3 | 28 | |
| Virtual Staining | MIST Ki67 | SSIM0.1544 | 10 | |
| Virtual Staining | MIST PR | SSIM0.1391 | 10 | |
| Virtual Staining | MIST ER | SSIM0.1444 | 10 | |
| Stain Translation | MIST ER (test) | SSIM0.2403 | 10 | |
| Stain Translation | MIST HER2 (test) | SSIM0.2078 | 10 | |
| Virtual Staining | MIST | SSIM21.1 | 8 | |
| Breast Cancer Grading | MIST | Ki67 Recall85.1 | 7 | |
| Virtual Staining | MIST PR (test) | Rp87.37 | 7 | |
| Virtual Staining | MIST HER2 (test) | Rp Score80.08 | 7 | |
| Virtual Staining | MIST ER (test) | Rp86.54 | 7 | |
| Virtual Staining | MIST Ki67 (test) | Rp76.97 | 7 | |
| Virtual Staining | MIST HER2 1,000 images (test) | FID34.5 | 6 | |
| Stain Translation | MIST Ki67 | SSIM0.3875 | 5 | |
| Virtual Staining | MIST ER | SSIM0.2535 | 4 | |
| Virtual Staining | MIST PR 1,000 (test) | FID29 | 4 | |
| Virtual Staining | MIST PR | SSIM0.2936 | 3 | |
| Misinformation susceptibility prediction | MIST | Accuracy73.13 | 3 |
Showing 19 of 19 rows