From: We are not ready yet: limitations of state-of-the-art disease named entity recognizers
Train set | Test set | Precision[%] | Recall[%] | F1-Score[%] |
---|---|---|---|---|
MiRNA-disease | MiRNA-disease | 78.63 | 80.60 | 79.60 |
BioNLP13-CG | BioNLP13-CG | 86.01 | 86.47 | 86.24 |
NCBI | MiRNA-disease | 71.96 | 81.53 | 76.45 |
BC5CDR | MiRNA-disease | 72.74 | 80.59 | 76.47 |
NCBI | BioNLP-CG | 50.14 | 79.09 | 61.37 |
BC5CDR | BioNLP-CG | 48.60 | 75.19 | 59.05 |
NCBI | COVID Disease | 46.24 | 29.66 | 36.13 |
BC5CDR | COVID Disease | 30.64 | 18.28 | 22.89 |