CRC
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Image Classification | CRC (test) | Top-1 Acc89.74 | 34 | |
| Tissue Classification | CRC HE 7K (test) | Accuracy0.9581 | 20 | |
| Survival Analysis | CRC | C-Index0.738 | 15 | |
| Classification | crc | Balanced Acc97 | 13 | |
| Medical Image Classification | CRC D7 (test) | Accuracy98.7 | 12 | |
| Patch-level classification | Crc | Balanced Accuracy96.6 | 11 | |
| Survival Prediction | CRC (test) | Concordance Index (CI)0.6834 | 11 | |
| MSI prediction | CRC KOR (test) | AUROC0.9907 | 8 | |
| Image Classification | CRC | Accuracy63.3 | 7 | |
| Classification | CRC100K | Accuracy78 | 7 | |
| Tile-level classification | CRC-100k | Balanced Acc96 | 6 | |
| ROI-level Classification | CRC-100K | Balanced Accuracy93.7 | 6 | |
| Tile-level classification | CRC no norm (test) | Accuracy96.8 | 6 | |
| Tile-level classification | CRC (test) | Accuracy97.3 | 6 | |
| RoI-level classification | CRC | Balanced Accuracy91.9 | 5 | |
| Image Generation | CRC 20x | FID6.78 | 1 |
Showing 16 of 16 rows