Text Classification on SST-1
52.4AccuracyBLSTM-2DCNN
Evaluation Results
| Method | Links | |
|---|---|---|
| BLSTM-2DCNNNN category=ours2016.11 | 52.4 | |
| DiSAN2019.08 | 51.72 | |
| TBCNNNN category=CNN2016.11 | 51.4 | |
| Molding-CNNNN category=CNN2016.11 | 51.2 | |
| Tree-LSTMNN category=RNN2016.11 | 51 | |
| Tree-LSTM2019.08 | 51 | |
| Tree-LSTM2016.05 | 50.6 | |
| BLSTM-2DPoolingNN category=ours2016.11 | 50.5 | |
| MPAD-sentence-att2019.08 | 49.95 | |
| LSTM-RNNNN category=Other2016.11 | 49.9 | |
| DRNNNN category=ReNN2016.11 | 49.8 | |
| BLSTM-AttNN category=ours2016.11 | 49.8 | |
| DRNN2019.08 | 49.8 | |
| DSCNNNN category=Other2016.11 | 49.7 | |
| MPAD-path2019.08 | 49.68 | |
| Shared-Layer ArchitectureMulti-Task=true, Fine-Tuning=true2016.05 | 49.6 | |
| MVCNNNN category=CNN2016.11 | 49.6 | |
| Multi-TaskNN category=RNN2016.11 | 49.6 | |
| LSTMNNN category=RNN2016.11 | 49.3 | |
| C-LSTMNN category=Other2016.11 | 49.2 | |
| C-LSTM2019.08 | 49.2 | |
| BLSTMNN category=RNN2016.11 | 49.1 | |
| BLSTMNN category=ours2016.11 | 49.1 | |
| MPAD2019.08 | 49.09 | |
| HN-ATT2019.08 | 49 | |
| MPAD-clique2019.08 | 48.86 | |
| PVNN category=Other2016.11 | 48.7 | |
| doc2vec2019.08 | 48.7 | |
| DCNN2016.05 | 48.5 | |
| DCNNNN category=CNN2016.11 | 48.5 | |
| DANNN category=Other2016.11 | 48.2 | |
| LSTM-GRNN2019.08 | 48.09 | |
| CNN-non-staticNN category=CNN2016.11 | 48 | |
| CNN2019.08 | 48 | |
| LSTMN2019.08 | 47.9 | |
| DAN2019.08 | 47.7 | |
| CNN-MCNN category=CNN2016.11 | 47.4 | |
| RCNNNN category=RNN2016.11 | 47.21 | |
| LSTMNN category=RNN2016.11 | 46.4 | |
| CNN-AnaNN category=CNN2016.11 | 45.98 | |
| RNTN2016.05 | 45.7 | |
| RNTNNN category=ReNN2016.11 | 45.7 | |
| PV2016.05 | 44.6 | |
| MV-RNN2016.05 | 44.4 | |
| NBOW2016.05 | 42.4 |