Colon
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Classification | Colon | Accuracy95 | 78 | |
| Slice Super-Resolution | Colon | PSNR42.96 | 36 | |
| Super-Resolution | Colon | PSNR40.83 | 36 | |
| Slice Super-Resolution | Colon (test) | PSNR42.55 | 27 | |
| Image Classification | Colon | AccLast99.98 | 18 | |
| Multi-Instance Learning TPAUC Maximization | Colon (test) | Mean TPAUC0.916 | 15 | |
| Polyp Segmentation | Colon 43 (test) | Dice83 | 14 | |
| Feature Selection | colon | Execution Time (s)174 | 11 | |
| Tabular Classification | Colon | Accuracy88.18 | 10 | |
| Clustering | Colon | Accuracy92.4 | 8 | |
| Classification | Colon | Mean Accuracy85.71 | 6 | |
| Spatial Transcriptomics Prediction | Colon Other | R^20.31 | 5 | |
| Classification | Colon (test) | Error Rate12 | 5 | |
| Monocular Depth Estimation | Colon | AbsRel0.078 | 4 | |
| 3D Medical Image Segmentation | Colon | F1 Score63.14 | 4 | |
| Segmentation | Colon Preview (external) | Dice Score61 | 4 | |
| Pose Estimation | Colon (Colonoscopy) | NC0.723 | 3 | |
| Tabular Classification | Colon (COL) (5x5 CV) | ROC AUC91.4 | 3 | |
| Classification | Colon (COL) (downstream performance folds) | TANDEM Accuracy81.97 | 2 | |
| Classification | Colon (5x5 CV) | Accuracy88.18 | 2 |
Showing 20 of 20 rows