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ResearchFormerly WizWand

Biomedical Natural Language Processing on BLURB

94.04BC5-chemBioLinkBERT

Evaluation results

Method	Links
BioLinkBERT2022.03		94.04	86.39	88.76	85.18	80.06	74.19	79.98	83.35	84.9	93.63	84.87	72.18	94.82	84.3
BioLinkBERT2022.03		93.75	86.1	88.18	84.9	79.03	73.97	77.57	82.72	84.39	93.25	84.35	70.2	91.43	83.39
PubMedBERT2022.03		93.33	85.62	87.82	84.52	80.06	73.38	77.24	82.36	82.34	92.3	82.32	55.84	87.56	81.1
PubMedBERT2020.07		93.33	85.62	87.82	84.52	79.1	73.38	77.24	82.36	83.96	92.3	82.32	55.84	87.56	81.16
BioBERT2020.07		92.85	84.7	89.13	83.82	78.55	73.18	76.14	80.88	82.36	89.52	81.54	60.24	84.14	80.34
SciBERT2020.07		92.51	84.7	88.25	83.36	78.51	73.06	75	81.22	81.34	87.15	81.16	51.4	74.22	78.14
SciBERT2020.07		92.49	84.54	88.1	83.36	78.68	73.12	75.24	81.06	82.38	86.25	80.66	57.38	78.86	78.86
BlueBERT2020.07		91.19	83.69	88.04	81.87	77.71	72.54	71.46	77.78	79.15	85.38	80.48	48.44	68.71	76.27
ClinicalBERT2020.07		90.8	83.04	86.32	81.71	78.07	72.06	72.04	78.2	80.48	91.23	80.74	49.08	68.5	77.29
BERT2020.07		89.99	79.92	85.87	81.23	77.51	71.7	71.54	79.34	79.61	81.4	80.12	49.96	74.44	75.86
RoBERTa2020.07		89.43	80.65	86.62	80.9	77.86	73.02	72.98	79.52	80.63	81.25	79.66	52.84	75.2	76.46
BERT2020.07		89.25	81.44	85.67	80.9	77.69	72.34	71.86	80.04	80.41	82.68	80.2	51.62	70.36	76.11