LA
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Medical Image Segmentation | LA Atrial Segmentation Challenge 2018 (evaluation) | Dice91.76 | 111 | |
| Medical Image Segmentation | LA | Dice91.82 | 97 | |
| 3D Medical Image Segmentation | LA dataset | Dice91.88 | 42 | |
| Medical Image Segmentation | LA (10% labels) | Dice Score90.85 | 37 | |
| Flexible Job Shop Scheduling | la Hurink benchmark | Objective Value812.2 | 35 | |
| 3D Medical Image Segmentation | LA 8 labeled 72 unlabeled | DSC (%)90.85 | 27 | |
| 3D Medical Image Segmentation | LA 20% labeled | DSC91.62 | 27 | |
| 3D Medical Image Segmentation | LA 16 labeled / 64 unlabeled | DSC91.62 | 26 | |
| Medical Image Segmentation | LA (val test) | Dice Coefficient91.47 | 17 | |
| Medical Image Segmentation | LA seven-shot 2018 | DICE86.22 | 16 | |
| Multi-step forecasting | LA | MSE0.7594 | 14 | |
| One-step forecasting | LA | MSE0.2621 | 14 | |
| Medical Image Segmentation | LA (test) | Mean Dice89.22 | 12 | |
| Medical Image Segmentation | LA (20% labels) | Dice0.9054 | 11 | |
| 3D Medical Image Segmentation | LA 4 labeled scans 5% ratio v1 | Dice87.34 | 11 | |
| Medical Image Segmentation | LA (MRI) (test) | DSC92.91 | 10 | |
| Job Shop Scheduling | LA 30 × 10 | Makespan Gap0 | 9 | |
| Job Shop Scheduling | LA 15 × 15 | Makespan Gap0 | 9 | |
| Job Shop Scheduling | LA 20 × 10 | Makespan Gap0 | 9 | |
| Job Shop Scheduling | LA 15 × 10 | Makespan Gap0 | 9 | |
| Job Shop Scheduling | LA 20 × 5 | Makespan Gap0 | 9 | |
| Job Shop Scheduling | LA 10 x 10 | Makespan Gap0 | 9 | |
| Job Shop Scheduling | LA 15 × 5 | Makespan Gap0 | 9 | |
| Job Shop Scheduling | LA 10 × 5 | Makespan Gap0 | 9 | |
| Left Atrium Segmentation | LA 2018 (test) | Dice86.52 | 9 |
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