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Benchmarks
Named Entity Recognition on BC4CHEMD
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94.39
F1 Score
InstructUIE
36.4724
51.5087
66.545
81.5813
Nov 12, 2020
Sep 27, 2021
Aug 13, 2022
Jun 28, 2023
May 13, 2024
Mar 28, 2025
Feb 11, 2026
F1 Score
Updated 2d ago
Evaluation Results
Method
Method
Links
F1 Score
InstructUIE
2023.04
94.39
Spark-Biomedical
Implementation=Spark-B...
2020.11
93.72
Spark-GloVe6B
Implementation=Spark-G...
2020.11
92.32
IEPILE
Evaluation Protocol=Su...
2024.11
90.45
InstructUIE
Backbone=11B FlanT5
2023.04
90.3
Stanza
2020.11
89.65
KnowCoder-X
Evaluation Protocol=Su...
2024.11
89.57
B2NER
Evaluation Protocol=Su...
2024.11
88.96
YAYI-UIE
Evaluation Protocol=Su...
2024.11
88.46
BERT
Evaluation Protocol=Su...
2024.11
86.72
Bert-base
Backbone=Bert-base
2023.04
86.72
gliner_large-v2.5
Evaluation Protocol=Ze...
2026.02
46.8
gliner_medium-v2.5
Evaluation Protocol=Ze...
2026.02
43.9
gliner_small-v2.5
Evaluation Protocol=Ze...
2026.02
38.7
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