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.

Source: https://www.microsoft.com/en-us/download/details.aspx?id=52312

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Benchmarks

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Task	Dataset Variant	Best Model
Link Prediction	FB15k-237	NBFNet
Link Prediction	FB15k	AutoKGE
Link Prediction	FB15k	ComplEx-N3
Complex Query Answering	FB15k	QTO
Complex Query Answering	FB15k-237	QTO
Knowledge Graph Completion	FB15k-237	KBGAT
Knowledge Graphs	FB15k	HHolE
Link Prediction	FB15k (filtered)	ParTransH
Knowledge Graph Embedding	FB15k	AcrE