| Impatient Reader | 63.8 | 68.0 | Teaching Machines to Read and Comprehend | |
| Attentive + relabling + ensemble | 77.6 | 79.2 | A Thorough Examination of the CNN/Daily Mail Reading Comprehension Task | |
| AS Reader (ensemble model) | 75.4 | 77.7 | Text Understanding with the Attention Sum Reader Network | |
| AS Reader (single model) | 69.5 | 73.9 | Text Understanding with the Attention Sum Reader Network | |
| AttentiveReader + bilinear attention | 72.4 | 75.8 | A Thorough Examination of the CNN/Daily Mail Reading Comprehension Task | |
| Dynamic Entity Repres. + w2v | 72.9 | - | - | - |