Machine Comprehension on CBT (test)
73.2Named EntitiesNSE Adaptive Computation
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NSE Adaptive ComputationPass type=Multi Pass2016.12 | 73.2 | 71.4 | |
| AoA ReaderPass type=Multi Pass2016.12 | 72 | 69.4 | |
| EpiReaderPass type=Multi Pass2016.12 | 69.7 | 67.4 | |
| Gated-Attention ReaderPass type=Multi Pass2016.12 | 69 | 63.9 | |
| Attention Sum ReaderPass type=Multi Pass2016.12 | 68.6 | 63.4 | |
| MemNN + self-sup.Pass type=Multi Pass2016.12 | 66.6 | 63 | |
| EntNet (simple)Pass type=Single Pass2016.12 | 61.6 | 58.8 | |
| MemNNPass type=Multi Pass2016.12 | 49.3 | 55.4 | |
| EntNet (general)Pass type=Single Pass2016.12 | 48.4 | 54 | |
| Kneser-Ney Language Model + cachePass type=Single Pass2016.12 | 43.9 | 57.7 | |
| Window LSTMPass type=Single Pass2016.12 | 43.6 | 58.2 | |
| LSTMs (context + query)Pass type=Single Pass2016.12 | 41.8 | 56 |