Retinopathy
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Medical Image Classification | Retinopathy (test) | Balanced Accuracy81.73 | 27 | |
| OOD detection | Retinopathy | AUROC79.23 | 11 | |
| Copula log-likelihood estimation | Retinopathy n_test=40 (test) | Negative Log-Likelihood (Test)20.317 | 10 | |
| Copula log-likelihood estimation | Retinopathy n_train=157 (train) | Negative Log-Likelihood (train)89.423 | 10 | |
| Censored Maximum Likelihood Estimation | Retinopathy (test) | NLL (Test)20.317 | 10 | |
| Censored Maximum Likelihood Estimation | Retinopathy (train) | Negative Log-Likelihood (train)89.423 | 10 | |
| Survival Analysis | Retinopathy | C-index0.632 | 6 | |
| Survival Analysis | Retinopathy | IBS0.19 | 6 | |
| Survival Analysis | Retinopathy | Integrated Time-Dependent AUC65.5 | 6 |
Showing 9 of 9 rows