Datasets > Modality > Graphs > FB15k (Freebase 15K)

FB15k (Freebase 15K)

Introduced by Bordes et al. in Translating Embeddings for Modeling Multi-relational Data

The FB15k dataset contains knowledge base relation triples and textual mentions of Freebase entity pairs. It has a total of 592,213 triplets with 14,951 entities and 1,345 relationships. FB15K-237 is a variant of the original dataset where inverse relations are removed, since it was found that a large number of test triplets could be obtained by inverting triplets in the training set.