Text Classification on TREC-6 (test)
96.2AccuracyBCN with SuBiLSTM-Tied
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BCN with SuBiLSTM-TiedArchitecture=BCN, Encoder=SuBiLSTM-Tied2018.05 | 96.2 | — | |
| LSTM-CNNArchitecture=LSTM-CNN2018.05 | 96.1 | — | |
| TBCNNArchitecture=TBCNN2018.05 | 96 | — | |
| BCN with SuBiLSTM+CoVeArchitecture=BCN, Encoder=SuBiLSTM, Embeddings=CoVe2018.05 | 96 | — | |
| BCN+Char+CoVeArchitecture=BCN, Embeddings=Char, CoVe2018.05 | 95.8 | — | |
| BCN with SuBiLSTMArchitecture=BCN, Encoder=SuBiLSTM2018.05 | 95.8 | — | |
| BCN with BiLSTM+CoVeArchitecture=BCN, Encoder=BiLSTM, Embeddings=CoVe2018.05 | 95.8 | — | |
| BCN with 2-layer BiLSTM+CoVeArchitecture=BCN, Encoder=2-layer BiLSTM, Embeddings=CoVe2018.05 | 95.8 | — | |
| BCN with SuBiLSTM-Tied+CoVeArchitecture=BCN, Encoder=SuBiLSTM-Tied, Embeddings=CoVe2018.05 | 95.8 | — | |
| BCN with 2-layer BiLSTMArchitecture=BCN, Encoder=2-layer BiLSTM2018.05 | 95.5 | — | |
| BCN with BiLSTMArchitecture=BCN, Encoder=BiLSTM2018.05 | 95.2 | — | |
| CoVe2018.01 | — | 4.2 | |
| LSTM-CNN2018.01 | — | 3.9 | |
| TBCNN2018.01 | — | 4 | |
| ULMFiT2018.01 | — | 3.6 |