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Named Entity Recognition on BC5CDR

93.5F1 Score

SOTA

64.79672.24879.787.152Aug 5, 2020Jul 17, 2021Jun 28, 2022Jun 9, 2023May 20, 2024May 1, 2025Apr 12, 2026
Updated 4d 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---
2026.04
89.34---
2026.04
89.3---
2020.08
89.2---
2021.05
89.18---
2026.04
89.02---
2026.04
88.93---
2021.05
88.8187.1290.57-
2024.11
88.52---
2020.08
88.5---
2024.11
88.46---
2026.04
88.4---
2020.11
88.32---
2020.11
88.08---
2024.11
88.07---
2020.08
88---
2026.04
87.9---
2021.05
87.7---
2021.05
87.5810077.89-
2026.04
87.5---
2021.01
87.38---
2020.08
87.2---
2021.01
86.65---
2021.01
85.44---
2024.11
85.28---
2023.04
85.28---
2026.04
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---
2026.04
70.4---
2026.02
68.7---
2026.04
68---
2026.04
66.4---
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