Relations Are Channels: Knowledge Graph Embedding via Kraus Decompositions

Benchmark Model Rank Results
link-prediction-on-wn18rrKrausKGE (κ=1)–Hits@10: 0.608Hits@3: 0.536Hits@1: 0.469MRR: 0.518
link-prediction-on-wn18rrKrausKGE (κ=4)–Hits@10: 0.625Hits@3: 0.551Hits@1: 0.488MRR: 0.534
link-prediction-on-wn18rrKrausKGE (κ=8)–Hits@10: 0.622Hits@3: 0.554Hits@1: 0.486MRR: 0.537