Table 1. Preprint matching method comparison on test set.
Method | Recall | Precision | F1 |
---|---|---|---|
bioRxiv/medRxiv | 80.97 | 100.0 | 89.48 |
Title | 82.15 | 97.93 | 89.35 |
Abstract | 89.04 | 97.34 | 93.01 |
Abstract + title | 94.81 | 98.74 | 96.73 |
Title + authors | 93.94 | 93.61 | 93.77 |
PreprintMatch (abstract + title + authors) | 99.31 | 96.96 | 98.12 |