PROMISE
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Prostate Segmentation | Promise12 | DSC90.55 | 48 | |
| Medical Image Segmentation | PROMISE12 | Dice Coefficient88.8 | 34 | |
| Prostate Segmentation | PROMISE12 (test) | DSC87.99 | 23 | |
| Medical Image Segmentation | PROMISE12 (test) | Dice88.74 | 20 | |
| Semantic Segmentation | Promise12 MSBench | mIoU93.25 | 19 | |
| FR/NFR Classification | PROMISE original (10-fold cross val) | FR Precision94 | 15 | |
| Multi-class classification | PROMISE original (10-fold cross-validation) | F1 Score (A)100 | 13 | |
| 3D Medical Image Segmentation | PROMISE High Ratio (1/5) v1 | IoU77.5 | 9 | |
| 3D Medical Image Segmentation | PROMISE Medium Ratio (1/10) v1 | IoU78.4 | 9 | |
| 3D Medical Image Segmentation | PROMISE Low Ratio 1-16 v1 | Mean IoU77.7 | 9 | |
| Medical Image Segmentation | PROMISE12 8% labeled | DSC77.24 | 9 | |
| Prostate Segmentation | PROMISE Prostate Baseline (evaluated folds) | Dice Coefficient89.8 | 8 | |
| Medical Image Segmentation | PROMISE12 10% labeled ratio (test) | Dice83.35 | 6 | |
| Medical Image Segmentation | PROMISE12 5% labeled ratio (test) | Dice0.8364 | 6 | |
| Prostate Segmentation | PROMISE 2012 (test) | Challenge Score84.36 | 6 | |
| Medical Image Segmentation | PROMISE12 (3 labeled scans) | Mean Dice81.26 | 5 | |
| Image Segmentation | PROMISE12 3D transversal T2-weighted MR images (test) | Dice80.83 | 5 | |
| Medical Image Segmentation | PROMISE | Dice Coefficient94 | 4 |
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