Fixed info on best TransE for FB15K
@@ -150,7 +150,7 @@ documentation below on how to use checkpoints.
| | MRR | Hits@1 | Hits@3 | Hits@10 | Config file | Pretrained model |
|-------------------------------------------------------------------------------------------------------|------:|-------:|-------:|--------:|-------------------------------------------------------------------------------------------------:|----------------------------------------------------------------------------------------------:|
| [RESCAL](http://www.icml-2011.org/papers/438_icmlpaper.pdf) | 0.644 | 0.544 | 0.708 | 0.824 | [config.yaml](http://web.informatik.uni-mannheim.de/pi1/libkge-models/fb15k-rescal.yaml) | [NegSamp-kl](http://web.informatik.uni-mannheim.de/pi1/libkge-models/fb15k-rescal.pt) |
-| [TransE](https://papers.nips.cc/paper/5071-translating-embeddings-for-modeling-multi-relational-data) | 0.676 | 0.542 | 0.787 | 0.875 | [config.yaml](http://web.informatik.uni-mannheim.de/pi1/libkge-models/fb15k-transe.yaml) | [NegSamp-kl](http://web.informatik.uni-mannheim.de/pi1/libkge-models/fb15k-transe.pt) |
+| [TransE](https://papers.nips.cc/paper/5071-translating-embeddings-for-modeling-multi-relational-data) | 0.676 | 0.542 | 0.787 | 0.875 | [config.yaml](http://web.informatik.uni-mannheim.de/pi1/libkge-models/fb15k-transe.yaml) | [NegSamp-bce](http://web.informatik.uni-mannheim.de/pi1/libkge-models/fb15k-transe.pt) |
| [DistMult](https://www.microsoft.com/en-us/research/wp-content/uploads/2016/02/ICLR2015_updated.pdf) | 0.841 | 0.806 | 0.863 | 0.903 | [config.yaml](http://web.informatik.uni-mannheim.de/pi1/libkge-models/fb15k-distmult.yaml) | [1vsAll-kl](http://web.informatik.uni-mannheim.de/pi1/libkge-models/fb15k-distmult.pt) |
| [ComplEx](http://proceedings.mlr.press/v48/trouillon16.pdf) | 0.838 | 0.807 | 0.856 | 0.893 | [config.yaml](http://web.informatik.uni-mannheim.de/pi1/libkge-models/fb15k-complex.yaml) | [1vsAll-kl](http://web.informatik.uni-mannheim.de/pi1/libkge-models/fb15k-complex.pt) |
| [ConvE](https://arxiv.org/abs/1707.01476) | 0.825 | 0.781 | 0.855 | 0.896 | [config.yaml](http://web.informatik.uni-mannheim.de/pi1/libkge-models/fb15k-conve.yaml) | [KvsAll-bce](http://web.informatik.uni-mannheim.de/pi1/libkge-models/fb15k-conve.pt) |
