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Models/kNN-KGE

kNN-KGE

Reported on 9 benchmarks across 1 task · 1 paper · 4 SOTA

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

Graphs9 results

Link PredictiononFB15k-237-ind
Hits@1· 2022-01-14
0.223
SOTA
Reasoning Through Memorization: Nearest Neighbor Knowledge Graph Embeddings arXiv:2201.05575
Link PredictiononFB15k-237-ind
Hits@10· 2022-01-14
0.431
SOTA
Reasoning Through Memorization: Nearest Neighbor Knowledge Graph Embeddings arXiv:2201.05575
Link PredictiononFB15k-237-ind
Hits@3· 2022-01-14
0.32
SOTA
Reasoning Through Memorization: Nearest Neighbor Knowledge Graph Embeddings arXiv:2201.05575
Link PredictiononFB15k-237-ind
MRR· 2022-01-14
0.294
SOTA
Reasoning Through Memorization: Nearest Neighbor Knowledge Graph Embeddings arXiv:2201.05575
Link PredictiononFB15k-237
Hits@1· uses extra data· 2022-01-14
0.28
best: 0.321 (NBFNet)
Reasoning Through Memorization: Nearest Neighbor Knowledge Graph Embeddings arXiv:2201.05575
Link PredictiononFB15k-237
Hits@10· uses extra data· 2022-01-14
0.55
best: 0.599 (NBFNet)
Reasoning Through Memorization: Nearest Neighbor Knowledge Graph Embeddings arXiv:2201.05575
Link PredictiononFB15k-237
Hits@3· uses extra data· 2022-01-14
0.404
best: 0.454 (NBFNet)
Reasoning Through Memorization: Nearest Neighbor Knowledge Graph Embeddings arXiv:2201.05575
Link PredictiononFB15k-237
MR· uses extra data· 2022-01-14
185
best: 7030 (Inverse Model)
Reasoning Through Memorization: Nearest Neighbor Knowledge Graph Embeddings arXiv:2201.05575
Link PredictiononFB15k-237
MRR· uses extra data· 2022-01-14
0.37
best: 0.415 (NBFNet)
Reasoning Through Memorization: Nearest Neighbor Knowledge Graph Embeddings arXiv:2201.05575