Colon
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Classification | Colon | Accuracy95 | 34 | |
| Image Classification | Colon | AccLast99.98 | 18 | |
| Multi-Instance Learning TPAUC Maximization | Colon (test) | Mean TPAUC0.916 | 15 | |
| Polyp Segmentation | Colon 43 (test) | Dice83 | 14 | |
| Super-Resolution | Colon | PSNR40.83 | 12 | |
| Feature Selection | colon | Execution Time (s)174 | 11 | |
| Clustering | Colon | Accuracy92.4 | 8 | |
| Classification | Colon (test) | Error Rate12 | 5 | |
| 3D Medical Image Segmentation | Colon | F1 Score63.14 | 4 | |
| Segmentation | Colon Preview (external) | Dice Score61 | 4 |
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