Topcow
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| 3D thin-structure segmentation | TopCoW-CTA (test) | Dice Coefficient77.06 | 12 | |
| 3D thin-structure segmentation | TopCoW-MRA (test) | Dice84.74 | 12 | |
| 3D Medical Image Segmentation | TopCoW MR angiography (MRA) (test) | Mean Dice47.8 | 10 | |
| Binary modeling of 3D tubular structures | TopCoW Circle of Willis 24 (test) | clDice97.98 | 10 | |
| Circle of Willis Segmentation | TopCoW (test) | Dice Score83.33 | 9 | |
| Volumetric image resampling | TopCow24 | PSNR (dB)35.09 | 8 | |
| Vessel Segmentation | TopCoW 3D (test) | Dice94.62 | 7 | |
| Angiography synthesis | Topcow CTA 2024 | PSNR27.36 | 6 | |
| Multiclass Segmentation | TopCoW (test) | Dice Coefficient71.7 | 4 | |
| Medical Image Segmentation | TopCow 24 | Dice Score (%)90.83 | 3 | |
| 3D Anatomy Reconstruction | TopCoW (unseen) | clDice99.42 | 3 |
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