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Benchmarks
Multi-label Text Classification on Reuters-Full (test)
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0.625
ER
LSTM
0.62292
0.63696
0.651
0.66504
Mar 29, 2018
ER
Precision
Recall
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
ER
Precision
Recall
F1 Score
LSTM
loss_function=margin-l...
2018.03
0.625
0.786
0.726
0.74
CNN-static
loss_function=margin-l...
2018.03
0.633
0.785
0.712
0.733
CNN-rand
loss_function=margin-l...
2018.03
0.634
0.787
0.715
0.736
CNN-non-static
loss_function=margin-l...
2018.03
0.641
0.806
0.727
0.75
BiLSTM
loss_function=margin-l...
2018.03
0.658
0.837
0.754
0.778
Capsule-A
loss_function=margin-l...
2018.03
0.66
0.839
0.805
0.802
Capsule-B
loss_function=margin-l...
2018.03
0.677
0.864
0.801
0.814
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