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Benchmarks
Entity Classification on WN18RR (test)
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99.5
Accuracy
BLP-DistMult
89.62
92.185
94.75
97.315
Oct 7, 2020
Accuracy
Balanced Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Balanced Accuracy
BLP-DistMult
Scoring function=DistMult
2020.10
99.5
78.5
BLP-ComplEx
Scoring function=ComplEx
2020.10
99.3
78.1
BLP-SimplE
Scoring function=SimplE
2020.10
99.2
83
BLP-TransE
Scoring function=TransE
2020.10
99.1
81.5
SBERT-NLI-base
Variant=base
2020.10
96.3
66.5
SBERT-NLI-large
Variant=large
2020.10
96.3
67.1
BE-BOW
Embeddings=BERT (BE)
2020.10
93.3
60.7
BE-avg
Features=Average of co...
2020.10
92.7
62.1
GloVe-BOW
Embeddings=GloVe
2020.10
91.5
56
GloVe-DKRL
Embeddings=GloVe
2020.10
91.2
55.5
GloVe-avg
Features=Average of Gl...
2020.10
90.3
55.3
BE-DKRL
Embeddings=BERT (BE)
2020.10
90
48.8
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