TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Datasets/WN18

WN18

WordNet18

GraphsUnknownIntroduced 2013-01-01

The WN18 dataset has 18 relations scraped from WordNet for roughly 41,000 synsets, resulting in 141,442 triplets. It was found out that a large number of the test triplets can be found in the training set with another relation or the inverse relation. Therefore, a new version of the dataset WN18RR has been proposed to address this issue.

Source: http://nlpprogress.com/english/relation_prediction.html

Benchmarks

Link Prediction/Hits@10Link Prediction/Hits@3Link Prediction/Hits@1Link Prediction/MRRLink Prediction/MRLink Prediction/training time (s)

Related Benchmarks

WN18 (filtered)/Link Prediction/Hits@10WN18 (filtered)/Link Prediction/MRWN18 (filtered)/Link Prediction/Mrr@2WN18RR/Ancestor-descendant prediction/mAP-0%WN18RR/Ancestor-descendant prediction/mAP-100%WN18RR/Ancestor-descendant prediction/mAP-50%WN18RR/Inductive knowledge graph completion/Hits@1WN18RR/Inductive knowledge graph completion/Hits@10WN18RR/Inductive knowledge graph completion/Hits@3WN18RR/Knowledge Graph Completion/Hits@1WN18RR/Knowledge Graph Completion/Hits@10WN18RR/Knowledge Graph Completion/Hits@3WN18RR/Knowledge Graphs/Hits@1WN18RR/Knowledge Graphs/Hits@10WN18RR/Knowledge Graphs/Hits@3WN18RR/Large Language Model/Hits@1WN18RR/Large Language Model/Hits@10WN18RR/Large Language Model/Hits@3WN18RR/Link Prediction/Hits@1WN18RR/Link Prediction/Hits@10WN18RR/Link Prediction/Hits@3WN18RR/Link Prediction/MRWN18RR/Link Prediction/MRRWN18RR-ind/Inductive knowledge graph completion/Hit@10WN18RR-ind/Inductive knowledge graph completion/Hits@1WN18RR-ind/Inductive knowledge graph completion/Hits@3WN18RR-ind/Inductive knowledge graph completion/MRRWN18RR-ind/Knowledge Graph Completion/Hit@10WN18RR-ind/Knowledge Graph Completion/Hits@1WN18RR-ind/Knowledge Graph Completion/Hits@3WN18RR-ind/Knowledge Graph Completion/MRRWN18RR-ind/Knowledge Graphs/Hit@10WN18RR-ind/Knowledge Graphs/Hits@1WN18RR-ind/Knowledge Graphs/Hits@3WN18RR-ind/Knowledge Graphs/MRRWN18RR-ind/Large Language Model/Hit@10WN18RR-ind/Large Language Model/Hits@1WN18RR-ind/Large Language Model/Hits@3WN18RR-ind/Large Language Model/MRR

Statistics

Papers
485
Benchmarks
6

Links

Homepage

Tasks

Ancestor-descendant predictionDynamic Link PredictionKnowledge Graph CompletionLink Prediction