Cancer Staging on TCGA-BRCA
55.8AccuracyHEAT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| HEAT2023.07 | 55.8 | 61.9 | 27.7 | — | |
| MSNEDownstream classifier=XGBoost, Evaluation protocol=Five-fold cross-validation, Input type=Embeddings2026.06 | 54.5 | — | — | 1 | |
| JASMINEDownstream classifier=XGBoost, Evaluation protocol=Five-fold cross-validation, Input type=Embeddings2026.06 | 54 | — | — | 2 | |
| H2-MIL2023.07 | 53.7 | 52.1 | 21.2 | — | |
| LWRDownstream classifier=XGBoost, Evaluation protocol=Five-fold cross-validation, Input type=Embeddings2026.06 | 53.7 | — | — | 3 | |
| MINDDownstream classifier=XGBoost, Evaluation protocol=Five-fold cross-validation, Input type=Embeddings2026.06 | 51.6 | — | — | 4 | |
| IntegraODownstream classifier=XGBoost, Evaluation protocol=Five-fold cross-validation, Input type=Embeddings2026.06 | 50.6 | — | — | 5 | |
| PatchGCN2023.07 | 41.6 | 50.3 | 25.1 | — | |
| GTNMIL2023.07 | 41.3 | 53 | 25.1 | — | |
| ReMix2023.07 | 35.6 | 58.8 | 27.6 | — | |
| ABMIL2023.07 | 19 | 54.7 | 23.9 | — | |
| DSMIL2023.07 | 18.3 | 51.4 | 23.2 | — |