Entity Classification on FB15k-237 (test)
85.8AccuracyBLP-SimplE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BLP-SimplEScoring function=SimplE2020.10 | 85.8 | 45.7 | |
| BLP-TransEScoring function=TransE2020.10 | 85.4 | 42.5 | |
| BLP-ComplExScoring function=ComplEx2020.10 | 85.1 | 38.1 | |
| SBERT-NLI-baseVariant=base2020.10 | 84.5 | 36.6 | |
| BLP-DistMultScoring function=DistMult2020.10 | 84.3 | 41 | |
| SBERT-NLI-largeVariant=large2020.10 | 83.8 | 35.1 | |
| BE-BOWEmbeddings=BERT (BE)2020.10 | 83.1 | 28.3 | |
| GloVe-BOWEmbeddings=GloVe2020.10 | 82.9 | 34.4 | |
| BE-avgFeatures=Average of context-insensitive BERT embeddings2020.10 | 82.4 | 39.4 | |
| GloVe-avgFeatures=Average of GloVe embeddings2020.10 | 82 | 35 | |
| BE-DKRLEmbeddings=BERT (BE)2020.10 | 81.6 | 30.9 | |
| GloVe-DKRLEmbeddings=GloVe2020.10 | 81.1 | 26.6 |