MIST
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Virtual Staining | MIST HER2 | FID34.508 | 53 | |
| ROI-level classification | MIST | Accuracy92.3 | 28 | |
| Sycophancy Evaluation | MIST Moral | Sycophancy1.6 | 24 | |
| Sycophancy Evaluation | MIST Science | Sycophancy Rate4.7 | 24 | |
| 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 | |
| Cross-Subject EEG Stress Detection | MIST Control | Params (M)0.05 | 7 | |
| Biomarker Quantification | MIST Ki-67 (test) | DAB-r0.0381 | 7 | |
| Biomarker Quantification | MIST PR (test) | DAB-r1.33 | 7 | |
| Biomarker Quantification | MIST ER (test) | DAB-r0.0109 | 7 | |
| Biomarker Quantification | MIST HER2 (test) | DAB-r0.0193 | 7 | |
| Virtual Staining | MIST Ki-67 | FID25.3978 | 7 | |
| Virtual Staining | MIST PR | FID29.724 | 7 | |
| Virtual Staining | MIST ER | FID29.0824 | 7 | |
| 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 IHC Staining | MIST PR 1.0 (test) | FID41.8015 | 6 | |
| Virtual IHC Staining | MIST ER 1.0 (test) | FID41.2629 | 6 |
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