M-Walk

Reported on 3 benchmarks across 1 task · 1 paper · 2 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Graphs3 results

Link PredictiononWN18RR
Hits@1· 2018-02-12
0.414
best: 0.665 (MoCoKGC)
SOTA
M-Walk: Learning to Walk over Graphs using Monte Carlo Tree Search arXiv:1802.04394
Link PredictiononWN18RR
Hits@3· 2018-02-12
0.445
best: 0.792 (MoCoKGC)
SOTA
M-Walk: Learning to Walk over Graphs using Monte Carlo Tree Search arXiv:1802.04394
Link PredictiononWN18RR
MRR· 2018-02-12
0.437
best: 0.742 (MoCoKGC)
M-Walk: Learning to Walk over Graphs using Monte Carlo Tree Search arXiv:1802.04394