Her2ST
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Gene expression prediction | Her2ST (8-fold cross-val) | MSE0.5761 | 8 | |
| Spatial gene expression prediction | Her2ST (cross-validation) | MSE0.6422 | 8 | |
| Spatial Gene Expression Prediction | Her2ST (test) | PCC-500.566 | 7 | |
| Gene expression estimation | HER2ST 9385 genes 1 (test) | SCC0.173 | 7 | |
| Gene expression estimation | HER2ST 5000 genes 1 (test) | SCC0.177 | 7 | |
| Gene expression estimation | HER2ST 1000 genes 1 (test) | SCC0.176 | 7 | |
| Gene expression estimation | HER2ST 250 genes 1 (test) | SCC0.194 | 7 | |
| Gene expression estimation | HER2ST 50 genes 1 (test) | SCC0.26 | 7 | |
| Patch-level gene expression estimation | Her2st GSE176078 (patient-level leave-one-out cross-validation) | PCC0.0941 | 6 |
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