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Models/KGRefiner

KGRefiner

Reported on 7 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.

Graphs7 results

Link PredictiononFB15k-237
training time (s)· 2021-06-27
1100
SOTA
KGRefiner: Knowledge Graph Refinement for Improving Accuracy of Translational Link Prediction Methods arXiv:2106.14233
Link PredictiononWN18RR
Hits@10· 2021-06-27
0.57
best: 0.881 (MoCoKGC)
KGRefiner: Knowledge Graph Refinement for Improving Accuracy of Translational Link Prediction Methods arXiv:2106.14233
Link PredictiononWN18RR
MR· 2021-06-27
683
best: 13526 (Inverse Model)
KGRefiner: Knowledge Graph Refinement for Improving Accuracy of Translational Link Prediction Methods arXiv:2106.14233
Link PredictiononWN18RR
MRR· 2021-06-27
0.448
best: 0.742 (MoCoKGC)
KGRefiner: Knowledge Graph Refinement for Improving Accuracy of Translational Link Prediction Methods arXiv:2106.14233
Link PredictiononFB15k-237
Hits@10· 2021-06-27
0.489
best: 0.599 (NBFNet)
KGRefiner: Knowledge Graph Refinement for Improving Accuracy of Translational Link Prediction Methods arXiv:2106.14233
Link PredictiononFB15k-237
MR· 2021-06-27
203
best: 7030 (Inverse Model)
KGRefiner: Knowledge Graph Refinement for Improving Accuracy of Translational Link Prediction Methods arXiv:2106.14233
Link PredictiononFB15k-237
MRR· 2021-06-27
0.302
best: 0.415 (NBFNet)
KGRefiner: Knowledge Graph Refinement for Improving Accuracy of Translational Link Prediction Methods arXiv:2106.14233