Dataset from Papers With Code
6 results indexed across 2 metrics. Shaded row marks current SOTA; ties broken by submission date.
| # | Model | Org | Submitted | Paper / code | f1 |
|---|---|---|---|---|---|
| 01 | BioLinkBERT (large) | — | Mar 2022 | LinkBERT: Pretraining Language Models with Document Link… · code | 88.10 |
| 02 | NCBI_BERT(large) (P) | — | Jun 2019 | Transfer Learning in Biomedical Natural Language Process… · code | 87.30 |
| 03 | SciFive-large | — | May 2021 | SciFive: a text-to-text transformer model for biomedical… · code | 86.08 |
| # | Model | Org | Submitted | Paper / code | micro-f1 |
|---|---|---|---|---|---|
| 01 | BioGPT | — | Oct 2022 | BioGPT: Generative Pre-trained Transformer for Biomedica… · code | 85.12 |
| 02 | BioLinkBERT (large) | — | Mar 2022 | LinkBERT: Pretraining Language Models with Document Link… · code | 84.87 |
| 03 | PubMedBERT uncased | — | Jul 2020 | Domain-Specific Language Model Pretraining for Biomedica… · code | 82.32 |
Every paper below corresponds to at least one row in the leaderboard above. Click through for the arXiv preprint and, when available, the reference implementation.
Submit a checkpoint and a reproduction script. We will run it, publish the score, and — if it takes the top — annotate the step on the progress chart with your name.