CQ500
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Sparse-view CT reconstruction | CQ500 50 views | PSNR43.6 | 7 | |
| Sparse-view CT reconstruction | CQ500 40 views | PSNR42.37 | 7 | |
| Sparse-view CT reconstruction | CQ500 30 views | PSNR39.97 | 7 | |
| Sparse-view CT reconstruction | CQ500 20 views | PSNR36.63 | 7 | |
| Head CT classification | CQ500 10-tasks | mAUC90 | 6 | |
| CT Midline Shift Classification | CQ500 | AUC98.6 | 6 | |
| CT Fracture Classification | CQ500 | AUC96.9 | 6 | |
| CT Hemorrhage Classification | CQ500 | AUC0.958 | 6 | |
| Dual-spectral CT Material Decomposition | CQ500 Water 100-sample (test) | MSE0.0003 | 3 | |
| Dual-spectral CT Material Decomposition | CQ500 Bone 100-sample (test) | MSE0.0001 | 3 | |
| Neuro-trauma Finding Detection | CQ500 | Hemorrhage AUC92 | 1 |
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