rel
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Study Outcome Prediction | Rel Trial | ROC-AUC0.729 | 65 | |
| qualifying-position regression | rel-f1 | Attacked MAE0.9935 | 35 | |
| Entity Regression (study-adverse) | rel trial | MAE0.199 | 31 | |
| site-succ regression | rel (trial) | R2 Score9 | 21 | |
| Entity Recommendation | rel trial | MAP19.1 | 14 | |
| Entity Regression (site-success) | rel-trial | MAE0.3504 | 12 | |
| study-out binary classification | rel trial (test) | AUROC72 | 12 | |
| site-success regression | rel (trial) | MAE0.932 | 10 | |
| study-adv regression | rel (trial) | R29 | 8 | |
| study-adv | rel trial (test) | R^23.1 | 5 | |
| Entity Classification (study-outcome) | rel (trial) | ROC-AUC70.92 | 4 | |
| Autocomplete Regression (studies-enrollment) | rel trial v2 (val) | R²0.436 | 3 | |
| Autocomplete Binary Classification (studies-has_dmc) | rel trial v2 (val) | ROC AUC0.7848 | 3 | |
| Autocomplete Binary Classification (eligibilities-child) | rel trial v2 (val) | ROC-AUC85.91 | 3 | |
| Autocomplete Binary Classification (eligibilities-adult) | rel-trial v2 (val) | ROC-AUC94.91 | 3 | |
| study-adverse regression | rel (trial) | MAE0.152 | 3 | |
| study-adverse | rel trial (test) | MAE47.04 | 2 | |
| site-success | rel-trial (test) | MAE0.39 | 2 |
Showing 18 of 18 rows