IHC4BC
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Positive Percentage Prediction | IHC4BC Ki67 | R20.8819 | 11 | |
| H-score Prediction | IHC4BC PR | R20.8732 | 11 | |
| HER2 Classification | IHC4BC-HER2+HE | Accuracy97.53 | 10 | |
| Image Compression | IHC4BC | Compression Ratio3.85 | 10 | |
| Virtual Staining | IHC4BC HER2 1.0 (test) | SSIM0.1619 | 9 | |
| Virtual IHC Synthesis | IHC4BC-PR (test) | SSIM73.42 | 9 | |
| Breast Cancer Grading | IHC4BC | Ki67 Recall81.1 | 7 | |
| Virtual Staining | IHC4BC PR (test) | Rp66.28 | 7 | |
| Virtual Staining | IHC4BC HER2 (test) | Rp75.76 | 7 | |
| Virtual Staining | IHC4BC ER (test) | Rp82.25 | 7 | |
| Virtual Staining | IHC4BC Ki67 (test) | Rp89.84 | 7 | |
| Virtual Staining | IHC4BC ER 1.0 (test) | SSIM48.4 | 3 | |
| Virtual Staining | IHC4BC PR 1.0 (test) | SSIM0.5038 | 2 | |
| Virtual Staining | IHC4BC Ki67 1.0 (test) | SSIM0.4097 | 2 |
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