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XBRL Tagging on FiNER-139 1.0 (test)
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81
Micro Precision
SEC-BERT-SHAPE
69.768
72.684
75.6
78.516
Mar 12, 2022
Micro Precision
Micro Recall
Micro F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
Micro Precision
Micro Recall
Micro F1 Score
SEC-BERT-SHAPE
Backbone=SEC-BERT, Num...
2022.03
81
83.2
82.1
FIN-BERT + [SHAPE]
Backbone=FIN-BERT, Num...
2022.03
79
81.2
80.1
SEC-BERT-NUM
Backbone=SEC-BERT, Num...
2022.03
79
82
80.4
BERT + [SHAPE]
Backbone=BERT, Numeric...
2022.03
78.7
80.1
79.4
FIN-BERT + [NUM]
Backbone=FIN-BERT, Num...
2022.03
77.9
79.9
78.8
BERT + [NUM]
Backbone=BERT, Numeric...
2022.03
76
80.7
78.3
BERT + CRF
Backbone=BERT, Numeric...
2022.03
75
81.2
78
SEC-BERT
Backbone=SEC-BERT, Num...
2022.03
71.6
80.3
75.7
BERT
Backbone=BERT, Numeric...
2022.03
71.5
79.6
75.1
FIN-BERT
Backbone=FIN-BERT, Num...
2022.03
70.2
78.7
74
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