NuCLS
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Classification | NuCLS super | AUC93.2 | 11 | |
| Medical Image Segmentation | NuCLS | Average Coverage93.6 | 5 | |
| Cell-level type identification | NuCLS super | Test Balanced Accuracy48.04 | 5 | |
| Cell-level type identification | NuCLS main | Test Balanced Accuracy28.06 | 5 | |
| Cell-level type identification | NuCLS super | AUROC79.34 | 5 | |
| Cell-level type identification | NuCLS main | AUROC75.35 | 5 | |
| Cell-level type identification | NuCLS super (test) | AUPRC49.88 | 5 | |
| Cell-level type identification | NuCLS main (test) | AUPRC29.18 | 5 | |
| Interactive Segmentation | Nucls | Number of Clicks @ 85% Error12.9 | 3 |
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