Multi-label Text Classification on Reuters-Multi-label (test)
22.5Error RateCNN-rand
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| CNN-randloss_function=margin-loss, transfer_setting=single-label to multi-label2018.03 | 22.5 | 88.6 | 56.4 | 67.1 | |
| LSTMloss_function=margin-loss, transfer_setting=single-label to multi-label2018.03 | 23.3 | 86.7 | 54.7 | 63.5 | |
| BiLSTMloss_function=margin-loss, transfer_setting=single-label to multi-label2018.03 | 26.4 | 82.3 | 55.9 | 64.6 | |
| CNN-staticloss_function=margin-loss, transfer_setting=single-label to multi-label2018.03 | 27.1 | 91.1 | 59.1 | 69.7 | |
| CNN-non-staticloss_function=margin-loss, transfer_setting=single-label to multi-label2018.03 | 27.4 | 92 | 59.7 | 70.4 | |
| Capsule-Aloss_function=margin-loss, transfer_setting=single-label to multi-label2018.03 | 57.2 | 88.2 | 80.1 | 82 | |
| Capsule-Bloss_function=margin-loss, transfer_setting=single-label to multi-label2018.03 | 60.3 | 95.4 | 82 | 85.8 |