Multi-label Text Classification on Reuters-Full (test)
0.625ERLSTM
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| LSTMloss_function=margin-loss, transfer_setting=single-label to multi-label2018.03 | 0.625 | 0.786 | 0.726 | 0.74 | |
| CNN-staticloss_function=margin-loss, transfer_setting=single-label to multi-label2018.03 | 0.633 | 0.785 | 0.712 | 0.733 | |
| CNN-randloss_function=margin-loss, transfer_setting=single-label to multi-label2018.03 | 0.634 | 0.787 | 0.715 | 0.736 | |
| CNN-non-staticloss_function=margin-loss, transfer_setting=single-label to multi-label2018.03 | 0.641 | 0.806 | 0.727 | 0.75 | |
| BiLSTMloss_function=margin-loss, transfer_setting=single-label to multi-label2018.03 | 0.658 | 0.837 | 0.754 | 0.778 | |
| Capsule-Aloss_function=margin-loss, transfer_setting=single-label to multi-label2018.03 | 0.66 | 0.839 | 0.805 | 0.802 | |
| Capsule-Bloss_function=margin-loss, transfer_setting=single-label to multi-label2018.03 | 0.677 | 0.864 | 0.801 | 0.814 |