ARCADE
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Object Detection | ARCADE real (test) | mAP@0.570.5 | 49 | |
| Stenosis Segmentation | ARCADE-S (test) | DSC (%)55.62 | 23 | |
| Stenosis Detection | ARCADE 1.0 (test) | mAP5094.91 | 21 | |
| Code Generation | ARCADE New Tasks | Pass@536 | 17 | |
| Code Generation | ARCADE Existing Tasks | pass@566.1 | 17 | |
| Stenosis Detection | ARCADE real (val test) | mAP@0.572.7 | 12 | |
| Segmentation | ARCADE | Dice Coefficient0.7737 | 10 | |
| Vessel Segmentation | ARCADE (test) | Sensitivity Delta (95% CI)8.36 | 10 | |
| Segmentation-conditioned Coronary Angiography (CAG) editing | ARCADE | FID16.747 | 6 | |
| Code Generation | ARCADE | Pass@116.2 | 2 | |
| Vessel Segmentation | ARCADE | Delta IoU2.22 | 1 |
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