CHD
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Medical Image Segmentation | CHD 68 patients total (test) | Dice77.4 | 42 | |
| Multi-label classification | CHD_49 | Subset Accuracy20 | 8 | |
| Multi-label Feature Selection | CHD_49 | Hamming Loss27.27 | 8 | |
| Multi-label classification | CHD 49 | AP80.94 | 8 | |
| Multi-label classification | CHD 49 | Ranking Loss0.1702 | 8 | |
| Multi-label classification | CHD_49 | Macro F157.05 | 8 | |
| Multi-label Feature Selection | CHD_49 | Coverage56.79 | 8 | |
| Multi-label classification | CHD 49 | Micro F173.21 | 8 | |
| Survival Prediction | CHD (Coronary Heart Disease) 90% least sparse lab missingness (test) | C-Index0.872 | 8 | |
| Survival Prediction | CHD (Coronary Heart Disease) 70% least sparse lab missingness (test) | C-index0.874 | 8 | |
| Old Photo Modernization | CHD real old photos | NIQE3.4487 | 7 | |
| Old Photo Modernization | CHD (user study) | Top-1 Accuracy0.5637 | 6 | |
| Old Photo Modernization | CHD Synthetic Degraded | PSNR21.2212 | 5 |
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