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Benchmarks
Relation Classification on SemEval-2010 Task 8 original (test)
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86.1
F1 Score
DRNNs
82.044
83.097
84.15
85.203
Jan 23, 2019
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Score
DRNNs
Model Category=SDP-bas...
2019.01
86.1
Attention-CNN
Model Category=End-to-...
2019.01
85.9
depLCNN+NS
Model Category=SDP-bas...
2019.01
85.6
Bidirectional LSTM with Entity-aware Attention and Latent Entity Typing
Model Category=End-to-...
2019.01
85.2
Bidirectional LSTM with Entity-aware Attention
Model Category=End-to-...
2019.01
84.7
Attention-CNN
Model Category=End-to-...
2019.01
84.3
BLSTM
Model Category=End-to-...
2019.01
84.3
Hier-BLSTM
Model Category=End-to-...
2019.01
84.3
CR-CNN
Model Category=End-to-...
2019.01
84.1
Attention-BLSTM
Model Category=End-to-...
2019.01
84
SDP-LSTM
Model Category=SDP-bas...
2019.01
83.7
DepNN
Model Category=SDP-bas...
2019.01
83.6
FCM
Model Category=SDP-bas...
2019.01
83
CNN
Model Category=End-to-...
2019.01
82.7
BLSTM
Model Category=End-to-...
2019.01
82.7
MVRNN
Model Category=SDP-bas...
2019.01
82.4
SVM
Model Category=Non-Neu...
2019.01
82.2
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