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Models/ComplEx-N3-RP

ComplEx-N3-RP

Reported on 28 benchmarks across 2 tasks · 1 paper · 18 SOTA

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

Graphs28 results

Link PredictiononCoDEx Small
Hits@1· 2021-10-06
0.375
SOTA
Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations arXiv:2110.02834
Link PredictiononCoDEx Small
Hits@10· 2021-10-06
0.663
SOTA
Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations arXiv:2110.02834
Link PredictiononCoDEx Small
Hits@3· 2021-10-06
0.514
SOTA
Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations arXiv:2110.02834
Link PredictiononCoDEx Small
MRR· 2021-10-06
0.473
SOTA
Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations arXiv:2110.02834
Link PredictiononCoDEx Medium
Hits@1· 2021-10-06
0.277
SOTA
Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations arXiv:2110.02834
Link PredictiononCoDEx Medium
Hits@10· 2021-10-06
0.49
best: 0.525 (ULTRA)
SOTA
Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations arXiv:2110.02834
Link PredictiononCoDEx Medium
Hits@3· 2021-10-06
0.386
SOTA
Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations arXiv:2110.02834
Link PredictiononCoDEx Medium
MRR· 2021-10-06
0.352
best: 0.372 (ULTRA)
SOTA
Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations arXiv:2110.02834
Link PredictiononAristo-v4
Hits@1· 2021-10-06
0.24
SOTA
Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations arXiv:2110.02834
Link PredictiononAristo-v4
Hits@10· 2021-10-06
0.447
SOTA
Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations arXiv:2110.02834
Link PredictiononAristo-v4
Hits@3· 2021-10-06
0.336
SOTA
Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations arXiv:2110.02834
Link PredictiononAristo-v4
MRR· 2021-10-06
0.311
SOTA
Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations arXiv:2110.02834
Link PredictiononCoDEx Large
Hits@1· 2021-10-06
0.277
SOTA
Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations arXiv:2110.02834
Link PredictiononCoDEx Large
Hits@10· 2021-10-06
0.473
SOTA
Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations arXiv:2110.02834
Link PredictiononCoDEx Large
Hits@3· 2021-10-06
0.377
SOTA
Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations arXiv:2110.02834
Link PredictiononCoDEx Large
MRR· 2021-10-06
0.345
SOTA
Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations arXiv:2110.02834
Link Property Predictiononogbl-biokg
Test MRR· 2021-10-06
0.8494
best: 0.9011 (GFA-NN)
SOTA
Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations arXiv:2110.02834
Link Property Predictiononogbl-biokg
Validation MRR· 2021-10-06
0.8497
best: 0.9011 (GFA-NN)
SOTA
Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations arXiv:2110.02834
Link PredictiononWN18RR
Hits@1· 2021-10-06
0.443
best: 0.665 (MoCoKGC)
Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations arXiv:2110.02834
Link PredictiononWN18RR
Hits@10· 2021-10-06
0.578
best: 0.881 (MoCoKGC)
Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations arXiv:2110.02834
Link PredictiononWN18RR
Hits@3· 2021-10-06
0.505
best: 0.792 (MoCoKGC)
Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations arXiv:2110.02834
Link PredictiononWN18RR
MRR· 2021-10-06
0.488
best: 0.742 (MoCoKGC)
Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations arXiv:2110.02834
Link PredictiononFB15k-237
Hits@1· 2021-10-06
0.298
best: 0.321 (NBFNet)
Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations arXiv:2110.02834
Link PredictiononFB15k-237
Hits@10· 2021-10-06
0.568
best: 0.599 (NBFNet)
Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations arXiv:2110.02834
Link PredictiononFB15k-237
Hits@3· 2021-10-06
0.424
best: 0.454 (NBFNet)
Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations arXiv:2110.02834
Link PredictiononFB15k-237
MR· 2021-10-06
163
best: 7030 (Inverse Model)
Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations arXiv:2110.02834
Link PredictiononFB15k-237
MRR· 2021-10-06
0.389
best: 0.415 (NBFNet)
Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations arXiv:2110.02834
Link Property Predictiononogbl-biokg
Number of params· 2021-10-06
187750000
best: 849427106 (RelEns)
Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations arXiv:2110.02834