PyTorch BigGraph (ComplEx)

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

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

Graphs3 results

Link PredictiononFB15k
MRR raw· 2019-03-28
0.242
SOTA
PyTorch-BigGraph: A Large-scale Graph Embedding System arXiv:1903.12287
Link PredictiononFB15k
Hits@10· 2019-03-28
0.872
best: 0.91 (ComplEx-N3 (reciprocal))
PyTorch-BigGraph: A Large-scale Graph Embedding System arXiv:1903.12287
Link PredictiononFB15k
MRR· 2019-03-28
0.79
best: 0.86 (ComplEx-N3 (reciprocal))
PyTorch-BigGraph: A Large-scale Graph Embedding System arXiv:1903.12287