Decathlon
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Irregular structure segmentation | Decathlon BrainTumor | Dice (Tumor)81.6 | 13 | |
| 3D Medical Image Segmentation | Decathlon Prostate (test) | Dice (Central gland)84.5 | 9 | |
| Feature Extraction | Decathlon | Intensity Score113,150 | 9 | |
| Segmentation | Decathlon Prostate (10% labeled) | Dice73.81 | 8 | |
| Image Segmentation | Decathlon heart MRI (test) | Dice Coefficient82.3 | 5 | |
| Medical Volume Generation | Decathlon heart (MRI) (test) | FID65.1 | 4 | |
| Medical Image Synthesis Faithfulness | Decathlon heart (MRI) | Dice (Gen vs GT)0.642 | 4 | |
| Classification | Decathlon Flowers few-shot to high-shot | Metric- | 0 | |
| Classification | Decathlon Flowers | Metric- | 0 | |
| Classification | Decathlon DTD | Metric- | 0 | |
| Classification | Decathlon Aircraft | Metric- | 0 | |
| Medical Image Segmentation | Decathlon Lung | Metric- | 0 |
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