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Benchmarks
Joint Entity and Relation Extraction on NYT29 (test)
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0.846
Precision
WDec
0.47784
0.57342
0.669
0.76458
Nov 22, 2019
Precision
Recall
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
Precision
Recall
F1 Score
WDec
Evaluation Mode=Ensemble
2019.11
0.846
0.621
0.716
PNDec
Evaluation Mode=Ensemble
2019.11
0.815
0.639
0.716
WDec
Evaluation Mode=Single
2019.11
0.777
0.608
0.682
HRL
Evaluation Mode=Ensemble
2019.11
0.764
0.604
0.674
PNDec
Evaluation Mode=Single
2019.11
0.732
0.624
0.673
HRL
Evaluation Mode=Single
2019.11
0.692
0.601
0.643
Tagging
Evaluation Mode=Single
2019.11
0.593
0.381
0.464
CopyR
Evaluation Mode=Single
2019.11
0.569
0.452
0.504
SPTree
Evaluation Mode=Single
2019.11
0.492
0.557
0.522
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