Named Entity Recognition on S800
82.4Total F1BioFLAIR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BioFLAIRSUBWORD=false, CLASS=false, TEMP=false2021.04 | 82.4 | — | — | |
| SparkNLPSUBWORD=false, CLASS=false, TEMP=false2021.04 | 80.9 | — | — | |
| PubmedBERT + RegLERSUBWORD=true, CLASS=true, TEMP=true2021.04 | 75.6 | 91.1 | 72.4 | |
| BioBERT + RegLERSUBWORD=true, CLASS=true, TEMP=true2021.04 | 75.3 | 94.1 | 72.2 | |
| BioBERTSUBWORD=false, CLASS=false, TEMP=false2021.04 | 74.7 | 93.6 | 70.6 | |
| BioLM - large + RegLERSUBWORD=true, CLASS=true, TEMP=true2021.04 | 74.5 | 92.2 | 73.7 | |
| BioBERT + BPSUBWORD=false, CLASS=false, TEMP=false2021.04 | 74.4 | 93.8 | 71.4 | |
| PubmedBERTSUBWORD=false, CLASS=false, TEMP=false2021.04 | 74.2 | 90.5 | 72.2 | |
| BioLM - base + RegLERSUBWORD=true, CLASS=true, TEMP=true2021.04 | 73.9 | 92.2 | 71.7 | |
| BioLM - large + BPSUBWORD=false, CLASS=false, TEMP=false2021.04 | 73.7 | 91.5 | 74.3 | |
| SciBERT + RegLERSUBWORD=true, CLASS=true, TEMP=true2021.04 | 73.6 | 90.7 | 68.2 | |
| BioLM - largeSUBWORD=false, CLASS=false, TEMP=false2021.04 | 73.3 | 90.2 | 73.3 | |
| PubmedBERT + BPSUBWORD=false, CLASS=false, TEMP=false2021.04 | 73.2 | 89.3 | 72.2 | |
| BioLM - baseSUBWORD=false, CLASS=false, TEMP=false2021.04 | 73.2 | 92.4 | 70.9 | |
| BioLM - base + BPSUBWORD=false, CLASS=false, TEMP=false2021.04 | 72.8 | 91.9 | 72.1 | |
| SciBERTSUBWORD=false, CLASS=false, TEMP=false2021.04 | 72 | 89.5 | 66.5 | |
| SciBERT + BPSUBWORD=false, CLASS=false, TEMP=false2021.04 | 71.7 | 89.3 | 65.4 |