PyTorch BigGraph

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

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

Graphs3 results

Link PredictiononLiveJournal
MRR· 2019-03-28
0.749
SOTA
PyTorch-BigGraph: A Large-scale Graph Embedding System arXiv:1903.12287
Link PredictiononYouTube
Macro F1· 2019-03-28
40.9
SOTA
PyTorch-BigGraph: A Large-scale Graph Embedding System arXiv:1903.12287
Link PredictiononYouTube
Micro F1· 2019-03-28
48
SOTA
PyTorch-BigGraph: A Large-scale Graph Embedding System arXiv:1903.12287