Cohort
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Coarse-grained lung cancer subtyping | Cohort Resection specimens (Internal) | Macro AUC0.955 | 10 | |
| Binary OSAHS screening | 642-subject cohort | Accuracy88.47 | 8 | |
| Epigenetic Age Prediction | Cohort (test) | FRC0.952 | 6 | |
| TMB status prediction | Cohort (internal) | Macro AUC0.712 | 5 | |
| Lifetime earnings estimation | Cohort 1983–1985 2022 SEK (test) | Mean Error (MSEK)11.87 | 4 | |
| Lifetime tax forecasting | Cohort 1983-1985 (test) | Mean Lifetime Tax (MSEK)3.71 | 3 | |
| Stroke Detection | External Cohort (val) | AUC85.1 | 3 | |
| Registration | 40-patient cohort dataset 5-fold cross-validation (test) | NCC0.91 | 3 | |
| Prostate MRI and histopathology image registration | Cohort external 2 (test) | Dice Coefficient89 | 3 | |
| Prostate MRI and histopathology image registration | Cohort 1 internal (test) | Dice Coefficient90 | 3 |
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