WSI-level classification on HunCRC
70.2Balanced AccuracyQuiltNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| QuiltNetEvaluation Protocol=weakly-supervised learning2025.04 | 70.2 | 72.2 | |
| MR-PLIPEvaluation Protocol=weakly-supervised learning2025.04 | 68.8 | 70.1 | |
| CONCHEvaluation Protocol=weakly-supervised learning2025.04 | 68.1 | 72.1 | |
| CHIEFEvaluation Protocol=weakly-supervised learning2025.04 | 65.1 | 64.3 | |
| UNIEvaluation Protocol=weakly-supervised learning2025.04 | 64.3 | 82.4 | |
| GigaPathEvaluation Protocol=weakly-supervised learning2025.04 | 64.1 | 66.7 | |
| VirchowEvaluation Protocol=weakly-supervised learning2025.04 | 62.1 | 66.7 | |
| REMEDISEvaluation Protocol=weakly-supervised learning2025.04 | 60.4 | 78.7 | |
| CTransPathEvaluation Protocol=weakly-supervised learning2025.04 | 55.6 | 72.8 |