Question Answering on CNN / Daily Mail
Metric: Daily Mail (higher is better)
Metric: Daily Mail (higher is better)
| # | Model↕ | Daily Mail▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | GA Reader | 80.9 | No | Gated-Attention Readers for Text Comprehension | 2016-06-05 | Code |
| 2 | BiDAF | 79.6 | No | Bidirectional Attention Flow for Machine Compreh... | 2016-11-05 | Code |
| 3 | Attentive + relabling + ensemble | 79.2 | No | A Thorough Examination of the CNN/Daily Mail Rea... | 2016-06-09 | Code |
| 4 | AS Reader (ensemble model) | 77.7 | No | Text Understanding with the Attention Sum Reader... | 2016-03-04 | Code |
| 5 | ReasoNet | 76.6 | No | ReasoNet: Learning to Stop Reading in Machine Co... | 2016-09-17 | - |
| 6 | AttentiveReader + bilinear attention | 75.8 | No | A Thorough Examination of the CNN/Daily Mail Rea... | 2016-06-09 | Code |
| 7 | AS Reader (single model) | 73.9 | No | Text Understanding with the Attention Sum Reader... | 2016-03-04 | Code |
| 8 | Attentive Reader | 69 | No | Teaching Machines to Read and Comprehend | 2015-06-10 | Code |
| 9 | Classifier | 68.3 | No | A Thorough Examination of the CNN/Daily Mail Rea... | 2016-06-09 | Code |
| 10 | Impatient Reader | 68 | No | Teaching Machines to Read and Comprehend | 2015-06-10 | Code |