Reading Comprehension on bAbi 1K (test)
90.1Maximum AccuracyQRN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| QRN2018.04 | 90.1 | — | 7 | |
| GA w/ C-GRUArchitecture=Gated-Attention Reader, Mechanism=Coreference2018.04 | 88.6 | 0.87 | 5 | |
| Bi-C-GRUArchitecture=GA Reader (single layer), Mechanism=Coreference2018.04 | 83.1 | 0.79 | 12 | |
| GA w/ GRUArchitecture=Gated-Attention Reader2018.04 | 81 | 0.764 | 10 | |
| GA w/ GRU + 1-hotArchitecture=Gated-Attention Reader, Features=1-hot coref2018.04 | 80.8 | 0.766 | 9 | |
| Bi-GRUArchitecture=GA Reader (single layer)2018.04 | 76.7 | 0.727 | 13 | |
| EntNets2018.04 | 70.4 | — | 15 |