Predicting Genes on Held-out Biomedical Literature 1 sentence per unique gene (2022)
7,931Test Set SizeFREQ
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FREQType=Frequency-based baseline2024.02 | 7,931 | — | — | 0.013 | |
| MLMretrieval_cutoff=prior to 20202024.02 | 4,016 | 0.164 | 0.243 | 0.398 | |
| MCSretrieval_cutoff=prior to 20202024.02 | 3,770 | 0.167 | 0.243 | 0.404 | |
| R2E-uncorbias_correction=false, retrieval_cutoff=prior to 20202024.02 | 3,287 | 0.178 | 0.26 | 0.435 | |
| R2E-corbias_correction=true, retrieval_cutoff=prior to 20202024.02 | 2,902 | 0.205 | 0.295 | 0.473 | |
| R2E-cor-updatedbias_correction=true, retrieval_cutoff=year before query2024.02 | 2,623 | 0.219 | 0.312 | 0.496 |