PICO 벤치마크
PICO on EBM PICO
Macro F1 word level
- 2020-07-31 — PubMedBERT uncased: Macro F1 word level 73.38
- 2022-03-29 — BioLinkBERT (large): Macro F1 word level 74.19
| Rank | Model | Macro F1 word level | Paper | Code | Year |
|---|---|---|---|---|---|
| 1 | BioLinkBERT (large) | 74.19 | LinkBERT: Pretraining Language Models with Document Links | michiyasunaga/LinkBERT | 2022 |
| 2 | BioLinkBERT (base) | 73.97 | LinkBERT: Pretraining Language Models with Document Links | michiyasunaga/LinkBERT | 2022 |
| 3 | PubMedBERT uncased | 73.38 | Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing | bionlu-coling2024/biomed-ner-intent_detection · rohanshad/cmr_transformer | 2020 |