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 | |
| Survival Prediction | CRC (test) | Concordance Index (CI)0.754 | 15 | |
| WSI Classification | CRC (internal) | AUC70.2 | 13 | |
| Classification | crc | Balanced Acc97 | 13 | |
| Medical Image Classification | CRC D7 (test) | Accuracy98.7 | 12 | |
| Patch-level classification | Crc | Balanced Accuracy96.6 | 11 | |
| CTR detection | CRC G2 | AUC0.888 | 9 | |
| CTR detection | CRC G1 | AUC85.3 | 9 | |
| CTR detection | CRC E2 | AUC0.961 | 9 | |
| CTR detection | CRC E1 | AUC0.966 | 9 | |
| CTR detection | CRC D2 | AUC0.672 | 9 | |
| CTR detection | CRC D1 | AUC78.9 | 9 | |
| CTR detection | CRC C2 | AUC0.88 | 9 | |
| CTR detection | CRC C1 | AUC89.5 | 9 | |
| CTR detection | CRC B2 | AUC89.7 | 9 | |
| CTR detection | CRC B1 | AUC0.824 | 9 | |
| CTR detection | CRC A2 | AUC92.5 | 9 | |
| CTR detection | CRC A1 | AUC0.953 | 9 | |
| 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 |
Showing 25 of 30 rows