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Graph Reachability on Graph Reachability Large Graph (test)
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0.9988
ROC-AUC
ReasoNet
0.7908
0.8448
0.8988
0.9528
Sep 17, 2016
ROC-AUC
PR-AUC
Accuracy
Updated 5mo ago
Evaluation Results
Method
Method
Links
ROC-AUC
PR-AUC
Accuracy
ReasoNet
Termination gate=true
2016.09
0.9988
0.9989
98.21
ReasoNet-Last
Termination strategy=U...
2016.09
0.8836
0.8742
78.95
ReasoNet-Tmax = 2
Maximum reasoning step...
2016.09
0.8477
0.8388
76.07
Deep LSTM Reader
Layers=2
2016.09
0.7988
0.7887
71.55
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