Semantic Relatedness on SICK
0.868Pearson rTREE-LSTM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TREE-LSTM2017.04 | 0.868 | 0.808 | 0.253 | |
| SKIPTHOUGHT2017.04 | 0.858 | 0.792 | 0.269 | |
| SKIPTHOUGHTnormalization=Layer Normalization2017.04 | 0.858 | 0.788 | 0.27 | |
| BYTE MLSTM2017.04 | 0.792 | 0.725 | 0.39 | |
| Fixed NTEEGranularity=sentence2017.05 | 0.73 | 0.61 | — | |
| Fixed NTEEGranularity=paragraph2017.05 | 0.72 | 0.61 | — | |
| NTEEGranularity=sentence, Fixed Representations=false2017.05 | 0.71 | 0.6 | — | |
| NTEEGranularity=paragraph, Fixed Representations=false2017.05 | 0.69 | 0.61 | — | |
| Skip-gram2017.05 | 0.66 | 0.58 | — | |
| Skip-gramType=plain2017.05 | 0.66 | 0.58 | — | |
| CBOW2017.05 | 0.61 | 0.58 | — | |
| Skip-thought2017.05 | 0.6 | 0.57 | — |