Question Answering on bAbI 10k 1.0 (test)
21Mean Error RateUniversal Transformer with dynamic halting
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Universal Transformer with dynamic haltingTraining protocol=train single2018.07 | 21 | — | |
| Universal TransformerTraining protocol=train single2018.07 | 23 | — | |
| Universal Transformer with dynamic haltingTraining protocol=train joint2018.07 | 29 | — | |
| QRNetTraining protocol=train single2018.07 | 30 | — | |
| Universal TransformerTraining protocol=train joint2018.07 | 47 | — | |
| ReMoN=12017.11 | 120 | 100 | |
| Sparse DNCTraining protocol=train joint2018.07 | 290 | — | |
| MemN2NN=12017.11 | 750 | 600 | |
| TransformerTraining protocol=train single2018.07 | 1,520 | — | |
| TransformerTraining protocol=train joint2018.07 | 2,210 | — | |
| EntNetN=52017.11 | — | 5,120 | |
| RNN=12017.11 | — | 200 |