Published April 2023
| Version v4
Dataset
Open
IntelliGraphs: Datasets for Benchmarking Knowledge Graph Generation
Authors/Creators
- 1. University of Amsterdam
- 2. Vrije Universiteit Amsterdam
Description
IntelliGraphs is a collection of datasets for benchmarking Knowledge Graph Generation models. It consists of three synthetic datasets (syn-paths, syn-tipr, syn-types) and two real-world datasets (wd-movies, wd-articles). There is also a Python package available that loads these datasets and verifies new graphs using semantics that was pre-defined for each dataset. It can also be used as a testbed for developing new generative models.
Files
syn-paths.zip
Files
(13.7 MB)
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md5:200ba1453641dfc5d9fdab3dc245d668
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Additional details
Software
- Repository URL
- https://github.com/thiviyanT/IntelliGraphs