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Named Entity Recognition on BC5CDR (test)

94.73Macro F1 (span-level)

BioBERT-v1.1

3.83427.43251.0374.628Mar 26, 2019Oct 28, 2019May 31, 2020Jan 3, 2021Aug 7, 2021Mar 11, 2022Oct 14, 2022
Updated 3d ago

Evaluation Results

MethodLinks
2022.09
94.7394.4795
2022.09
94.5394.0495.04
2022.09
94.3194.0394.6
2020.10
92.992.193.6
2020.10
92.692.193.2
2020.10
92.592.992
2022.09
92.592.1192.9
2022.09
92.291.3193.09
2020.10
92.191.392.9
2022.08
91.992.691.2
2020.10
91.79093.4
2020.10
91.39290.5
2022.08
90.9--
2021.04
90.0388.7691.34
2019.03
90.01--
2019.03
90.01--
2021.04
89.9392.0587.91
2022.08
89.992.187.9
2021.04
89.73--
2021.04
89.42--
2019.03
88.85--
2019.03
88.85--
2019.03
88.73--
2020.10
88.586.191
2020.10
87.985.890.1
2022.05
87.8686.2789.51
2022.05
87.7786.788.86
2022.05
87.3385.988.81
2020.10
87.386.288.4
2022.05
87.2985.8988.74
2020.10
87.28589.4
2022.05
87.1586.4787.84
2020.10
8785.288.8
2019.03
86.72--
2022.09
86.6785.8187.54
2022.05
86.6--
2020.10
86.483.889.2
2022.05
86.1--
2022.09
85.4284.3486.54
2022.09
85.3884.7686.01
2019.03
85.08--
2022.09
82.0181.5782.47
2022.08
81.687.676.3
2022.09
81.2879.9182.71
2022.10
81.176.686.1
2022.10
80.778.683
2022.08
80.176.683.8
2022.08
8082.677.5
2022.10
79.782.876.8
2022.10
74.673.376
2019.09
73.884.165.7
2022.08
73.780.467.9
2022.10
72.969.576.7
2022.10
72.5--
2022.10
72.277.967.3
2022.10
72.268.376.6
2022.10
72.174.669.7
2019.09
70.273.867
2022.10
69.36969.7
2022.10
68.2--
2021.07
66.7366.5366.94
2022.10
65.7--
2022.10
64.976.656.3
2022.08
64.386.451.2
2019.09
63.664.462.8
2021.10
62.87--
2021.07
60.9558.763.37
2022.08
59.248.177.1
2022.10
55--
2021.10
52.56--
2021.07
45.6874.5632.93
2019.09
42.793.727.6
2021.07
42.1973.6929.55
2021.07
35.5242.2230.66
2021.07
33.8678.3321.6
2021.07
30.8640.9624.75
2021.07
29.9479.2918.46
2021.07
2943.721.6
2021.07
12.3210.1815.6
2021.07
7.3394.093.81