HECKTOR
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Segmentation | Hecktor 2022 | Dice Score56.48 | 21 | |
| Tumor and Lymph Node Segmentation | HECKTOR 2022 (train) | Tumor Dice82 | 18 | |
| Medical Image Segmentation | Hecktor 2022 | Peak GPU Memory Usage (Training)562 | 17 | |
| Medical Image Segmentation | Hecktor 2022 | ThrG319.8 | 17 | |
| HPV status prediction | HECKTOR | Mean AUC97.5 | 10 | |
| Tumor Segmentation | Hecktor 2022 (test) | Dice59.69 | 10 | |
| PET Image Denoising | HECKTOR (test) | PSNR36.46 | 8 | |
| Survival Prediction | HECKTOR 2021 (leave two center out) | CI0.827 | 8 | |
| Medical Image Segmentation | HECKTOR | DSC77.8 | 7 | |
| Prognosis | HECKTOR (val) | C-index0.7329 | 6 | |
| Tumor Segmentation | HECKTOR independent 2021 (test) | DSC73.9 | 5 | |
| Recurrence Free Survival Prediction | HECKTOR | Concordance Index0.7203 | 4 | |
| Segmentation | HECKTOR HN-CT | Dice Score71.1 | 4 | |
| CT-to-PET image synthesis | HECKTOR 2022 (test) | SSIM92 | 3 | |
| Prognosis | HECKTOR (5-fold cross val) | Metric- | 0 |
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