Graph Reachability on Graph Reachability Large Graph (test)
0.9988ROC-AUCReasoNet
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ReasoNetTermination gate=true2016.09 | 0.9988 | 0.9989 | 98.21 | |
| ReasoNet-LastTermination strategy=Use prediction from last state, Termination gate=false2016.09 | 0.8836 | 0.8742 | 78.95 | |
| ReasoNet-Tmax = 2Maximum reasoning step=2, Reasoning type=single-turn2016.09 | 0.8477 | 0.8388 | 76.07 | |
| Deep LSTM ReaderLayers=22016.09 | 0.7988 | 0.7887 | 71.55 |