Entity Classification on WN18RR (test)
99.5AccuracyBLP-DistMult
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BLP-DistMultScoring function=DistMult2020.10 | 99.5 | 78.5 | |
| BLP-ComplExScoring function=ComplEx2020.10 | 99.3 | 78.1 | |
| BLP-SimplEScoring function=SimplE2020.10 | 99.2 | 83 | |
| BLP-TransEScoring function=TransE2020.10 | 99.1 | 81.5 | |
| SBERT-NLI-baseVariant=base2020.10 | 96.3 | 66.5 | |
| SBERT-NLI-largeVariant=large2020.10 | 96.3 | 67.1 | |
| BE-BOWEmbeddings=BERT (BE)2020.10 | 93.3 | 60.7 | |
| BE-avgFeatures=Average of context-insensitive BERT embeddings2020.10 | 92.7 | 62.1 | |
| GloVe-BOWEmbeddings=GloVe2020.10 | 91.5 | 56 | |
| GloVe-DKRLEmbeddings=GloVe2020.10 | 91.2 | 55.5 | |
| GloVe-avgFeatures=Average of GloVe embeddings2020.10 | 90.3 | 55.3 | |
| BE-DKRLEmbeddings=BERT (BE)2020.10 | 90 | 48.8 |