SEER
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| IBS Estimation | SEER stom. | Mean Absolute Error (MAE)0.095 | 20 | |
| IBS Estimation | SEER liver | Mean Absolute Estimation Error (MAE)0.092 | 20 | |
| IBS Estimation | SEER brain | Mean Absolute Error0.055 | 20 | |
| Survival Analysis | SEER (test) | IBS (Primary)0.0584 | 18 | |
| Survival Analysis | SEER | C-index0.732 | 16 | |
| Survival Analysis | SEER (5-fold CV) | C-index0.737 | 14 | |
| Survival Analysis | SEER | IBS0.08 | 6 | |
| Survival model ranking recovery | SEER stom. | Top-3 Recovery Frequency100 | 5 | |
| Survival model ranking recovery | SEER liver | Oracle Top-3 Recovery Frequency97.5 | 5 | |
| Survival model ranking recovery | SEER brain | Top-3 Recovery Frequency (Oracle)95 | 5 | |
| Survival Prediction | SEER cohort 2003 (external val) | ICI0.039 | 5 | |
| Second Primary Cancer Prediction | SEER (test) | AUROC73.37 | 3 | |
| Accuracy Estimation | SEER | Mean Error (Mean)2.7 | 3 |
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