Multi-label Text Classification on AAPD (test)
72.8MicroF1LW-LSTM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LW-LSTMtraining_protocol=FT2020.08 | 72.8 | 14.1 | 0.0227 | 59.18 | |
| LW-LSTMtraining_protocol=PT2020.08 | 72.41 | 16.7 | 0.0235 | 54.15 | |
| set-RNN2020.08 | 72 | — | 0.0241 | 54.8 | |
| LW-LSTMtraining_protocol=standard2020.08 | 71.82 | 16.6 | 0.0238 | 53.57 | |
| HLW-LSTMtraining_protocol=FT2020.08 | 71.31 | 17 | 0.0241 | 55.67 | |
| HLW-LSTMtraining_protocol=PT2020.08 | 71.21 | 17.3 | 0.0239 | 53.69 | |
| HAN-LG2020.08 | 71.19 | 14.5 | 0.0235 | 52.97 | |
| SGM-GE2020.08 | 71 | — | 0.0245 | — | |
| HAN2020.08 | 70.81 | 15.5 | 0.0236 | 51.8 | |
| reg-LSTM2020.08 | 70.5 | — | — | — | |
| HLW-LSTMtraining_protocol=standard2020.08 | 70.37 | 16 | 0.0239 | 52.61 | |
| MAGNET2020.08 | 69.6 | — | 0.0252 | — | |
| LSTM2020.08 | 67.08 | 18.5 | 0.0253 | 39.16 | |
| CNN-RNN2020.08 | 66.4 | — | 0.0278 | — | |
| CC2020.08 | 65.4 | — | 0.0306 | — | |
| CNN2020.08 | 65 | 19.9 | 0.0264 | 40.37 | |
| BR2020.08 | 64.6 | — | 0.0316 | — | |
| LP2020.08 | 63.4 | — | 0.0312 | — |