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Benchmarks
Entity Classification on FB15k-237 (test)
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85.8
Accuracy
BLP-SimplE
80.912
82.181
83.45
84.719
Oct 7, 2020
Accuracy
Balanced Accuracy
Updated 3d ago
Evaluation Results
Method
Method
Links
Accuracy
Balanced Accuracy
BLP-SimplE
Scoring function=SimplE
2020.10
85.8
45.7
BLP-TransE
Scoring function=TransE
2020.10
85.4
42.5
BLP-ComplEx
Scoring function=ComplEx
2020.10
85.1
38.1
SBERT-NLI-base
Variant=base
2020.10
84.5
36.6
BLP-DistMult
Scoring function=DistMult
2020.10
84.3
41
SBERT-NLI-large
Variant=large
2020.10
83.8
35.1
BE-BOW
Embeddings=BERT (BE)
2020.10
83.1
28.3
GloVe-BOW
Embeddings=GloVe
2020.10
82.9
34.4
BE-avg
Features=Average of co...
2020.10
82.4
39.4
GloVe-avg
Features=Average of Gl...
2020.10
82
35
BE-DKRL
Embeddings=BERT (BE)
2020.10
81.6
30.9
GloVe-DKRL
Embeddings=GloVe
2020.10
81.1
26.6
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