Ontology | CRF | BiLSTM | BiLSTM-CRF | Char-Embeddings | BiLSTM-ELMo | BioBERT | UZH@CRAFT-ST |
---|---|---|---|---|---|---|---|
ChEBI | 0.7882 | 0.6394 | 0.5027 | 0.5942 | 0.0550 | 0.7885* | 0.7700 |
CL | 0.6779 | 0.5134 | 0.3859 | 0.5611 | 0.0526 | 0.6994* | 0.6657 |
GO_BP | 0.7505 | 0.5137 | 0.3642 | 0.6182 | 0.0720 | 0.7405 | 0.8037* |
GO_CC | 0.7225 | 0.1689 | 0.3049 | 0.3244 | 0.0506 | 0.7762* | 0.7645 |
GO_MF | 0.9778 | 0.9770 | 0.9778 | 0.8906 | 0.3704 | 0.9783 | 0.9838* |
MOP | 0.8129 | 0.7721 | 0.7158 | 0.5985 | 0.0930 | 0.8742* | 0.8705 |
NCBITaxon | 0.9026 | 0.7736 | 0.8391 | 0.8518 | 0.0948 | 0.8910 | 0.9694* |
PR | 0.4040 | 0.3136 | 0.2827 | 0.2732 | 0.0516 | 0.5295 | 0.8026* |
SO | 0.8987 | 0.4106 | 0.4096 | 0.7815 | 0.0813 | 0.9054* | 0.9027 |
UBERON | 0.7474 | 0.6812 | 0.5029 | 0.6901 | 0.0793 | 0.7670* | 0.7488 |