Textual Question Answering on bAbI English 10k (test)
0Failed Tasks Count (Error > 5%)QRN
Evaluation results
| Method | Links | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| QRNlayers=6, reset gate=true, hidden state dimension=2002016.06 | 0 | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.3 | |
| DMN+2016.06 | 1 | — | — | — | — | — | — | — | — | — | — | — | — | — | 2.8 | |
| DMN+2016.03 | 1 | 0.3 | 1.1 | 0.5 | 0 | 2.4 | 0 | 0 | 0 | 0.2 | 45.3 | 4.2 | 2.1 | 0 | 2.8 | |
| DNC2016.06 | 2 | — | — | — | — | — | — | — | — | — | — | — | — | — | 3.8 | |
| N2N2016.06 | 3 | — | — | — | — | — | — | — | — | — | — | — | — | — | 4.2 | |
| GMemN2N2016.06 | 3 | — | — | — | — | — | — | — | — | — | — | — | — | — | 3.7 | |
| E2E2016.03 | 3 | 0.3 | 2.1 | 0.8 | 0.1 | 2 | 0.9 | 0.3 | 0.1 | 0.1 | 51.8 | 18.6 | 5.3 | 2.3 | 4.2 | |
| NR2016.03 | — | — | — | — | — | — | — | — | — | — | — | 0.9 | — | 1.6 | — |