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Named Entity Recognition on BC5CDR

93.5F1 Score

SOTA

64.79672.24879.787.152Aug 5, 2020Jul 7, 2021Jun 8, 2022May 10, 2023Apr 10, 2024Mar 12, 2025Feb 11, 2026
Updated 2d ago

Evaluation Results

MethodLinks
2020.08
93.5---
2020.08
92.4---
2023.04
91.9---
2020.08
91.1---
2021.05
90.99---
2021.05
90.93---
2021.05
90.76---
2021.05
90.73---
2021.05
90.7---
2021.05
90.52---
2021.05
89.93---
2020.11
89.73---
2023.04
89.59---
2021.05
89.42---
2020.08
89.2---
2021.05
89.18---
2021.05
88.8187.1290.57-
2024.11
88.52---
2020.08
88.5---
2024.11
88.46---
2020.11
88.32---
2020.11
88.08---
2024.11
88.07---
2020.08
88---
2021.05
87.7---
2021.05
87.5810077.89-
2021.01
87.38---
2020.08
87.2---
2021.01
86.65---
2021.01
85.44---
2024.11
85.28---
2023.04
85.28---
2021.05
85.1284.9785.28-
2021.01
84.8---
2020.08
84.5---
2021.05
84.3385.5883.12-
2021.01
84.23---
2021.05
84.2384.9883.49-
2021.05
84.2186.1182.39-
2024.11
83.67---
2021.05
83.1882.983.49-
2021.05
82.9682.6583.28-
2021.05
82.3989.9376.02-
2021.05
82.2480.2384.35-
2021.05
82.1383.2381.06-
2020.08
81.1---
2021.05
80.7383.7977.88-
2021.05
80.5788.7573.76-
2020.08
79.9---
2020.08
79.8---
2020.08
79.8---
2021.05
79.3785.6873.92-
2020.08
78.9---
2020.08
78.3---
2020.08
76.4---
2020.08
74.7---
2026.02
68.7---
2026.02
65.9---
2026.02
65.9---
2025.12
---83.7
2025.12
---80.2
2025.12
---88.82
2025.12
---92.8
2025.12
---93.33
2025.12
---91.58
2025.12
---91.93