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Models/Inverse Model

Inverse Model

Reported on 20 benchmarks across 1 task · 1 paper · 8 SOTA

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

Graphs20 results

Link Predictionon FB15k
Hits@1· 2017-07-05
0.658
best: 0.8 (QuatE)
SOTA
Convolutional 2D Knowledge Graph Embeddings arXiv:1707.01476
Link Predictionon FB15k
MR· 2017-07-05
2501
SOTA
Convolutional 2D Knowledge Graph Embeddings arXiv:1707.01476
Link PredictiononWN18RR
MR· 2017-07-05
13526
SOTA
Convolutional 2D Knowledge Graph Embeddings arXiv:1707.01476
Link PredictiononWN18
Hits@1· uses extra data· 2017-07-05
0.953
SOTA
Convolutional 2D Knowledge Graph Embeddings arXiv:1707.01476
Link PredictiononWN18
Hits@10· uses extra data· 2017-07-05
0.964
SOTA
Convolutional 2D Knowledge Graph Embeddings arXiv:1707.01476
Link PredictiononWN18
Hits@3· uses extra data· 2017-07-05
0.964
SOTA
Convolutional 2D Knowledge Graph Embeddings arXiv:1707.01476
Link PredictiononWN18
MRR· uses extra data· 2017-07-05
0.963
SOTA
Convolutional 2D Knowledge Graph Embeddings arXiv:1707.01476
Link PredictiononFB15k-237
MR· 2017-07-05
7030
SOTA
Convolutional 2D Knowledge Graph Embeddings arXiv:1707.01476
Link Predictionon FB15k
Hits@10· 2017-07-05
0.66
best: 0.914 (AutoKGE)
Convolutional 2D Knowledge Graph Embeddings arXiv:1707.01476
Link Predictionon FB15k
Hits@3· 2017-07-05
0.659
best: 0.859 (QuatE)
Convolutional 2D Knowledge Graph Embeddings arXiv:1707.01476
Link Predictionon FB15k
MRR· 2017-07-05
0.66
best: 0.861 (AutoKGE)
Convolutional 2D Knowledge Graph Embeddings arXiv:1707.01476
Link PredictiononWN18RR
Hits@1· 2017-07-05
0.35
best: 0.665 (MoCoKGC)
Convolutional 2D Knowledge Graph Embeddings arXiv:1707.01476
Link PredictiononWN18RR
Hits@10· 2017-07-05
0.35
best: 0.881 (MoCoKGC)
Convolutional 2D Knowledge Graph Embeddings arXiv:1707.01476
Link PredictiononWN18RR
Hits@3· 2017-07-05
0.35
best: 0.792 (MoCoKGC)
Convolutional 2D Knowledge Graph Embeddings arXiv:1707.01476
Link PredictiononWN18RR
MRR· 2017-07-05
0.35
best: 0.742 (MoCoKGC)
Convolutional 2D Knowledge Graph Embeddings arXiv:1707.01476
Link PredictiononWN18
MR· uses extra data· 2017-07-05
740
best: 1072 (ComplEx NSCaching)
Convolutional 2D Knowledge Graph Embeddings arXiv:1707.01476
Link PredictiononFB15k-237
Hits@1· 2017-07-05
0.007
best: 0.321 (NBFNet)
Convolutional 2D Knowledge Graph Embeddings arXiv:1707.01476
Link PredictiononFB15k-237
Hits@10· 2017-07-05
0.014
best: 0.599 (NBFNet)
Convolutional 2D Knowledge Graph Embeddings arXiv:1707.01476
Link PredictiononFB15k-237
Hits@3· 2017-07-05
0.011
best: 0.454 (NBFNet)
Convolutional 2D Knowledge Graph Embeddings arXiv:1707.01476
Link PredictiononFB15k-237
MRR· 2017-07-05
0.01
best: 0.415 (NBFNet)
Convolutional 2D Knowledge Graph Embeddings arXiv:1707.01476