Text Classification on MPQA Opinion Polarity (test)
93.3AccuracyZhao et al. (2015)
Evaluation results
| Method | Links | |
|---|---|---|
| Zhao et al. (2015)2017.09 | 93.3 | |
| QRNN (k=1)Size=165k, Optimizer=Adam, Word embeddings=fixed2017.09 | 90.2 | |
| SRU (8 layers)Size=502k, Optimizer=Adam, Word embeddings=fixed2017.09 | 90.2 | |
| SRU (2 layers)Size=204k, Optimizer=Adam, Word embeddings=fixed2017.09 | 90.1 | |
| SRU (4 layers)Size=303k, Optimizer=Adam, Word embeddings=fixed2017.09 | 90.1 | |
| Kim (2014)2017.09 | 89.6 | |
| Zhang and Wallace (2017)2017.09 | 89.6 | |
| QRNN (k=1) + highwaySize=204k, Optimizer=Adam, Word embeddings=fixed2017.09 | 89.6 | |
| LSTMSize=352k, Optimizer=Adam, Word embeddings=fixed2017.09 | 89.4 | |
| CNNSize=360k, Optimizer=Adam, Word embeddings=fixed2017.09 | 89.2 | |
| Wang and Manning (2013)2017.09 | 86.3 |