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Datasets/FB15k-237

FB15k-237

GraphsIntroduced 2015-07-01

FB15k-237 is a link prediction dataset created from FB15k. While FB15k consists of 1,345 relations, 14,951 entities, and 592,213 triples, many triples are inverses that cause leakage from the training to testing and validation splits. FB15k-237 was created by Toutanova and Chen (2015) to ensure that the testing and evaluation datasets do not have inverse relation test leakage. In summary, FB15k-237 dataset contains 310,116 triples with 14,541 entities and 237 relation types.

Benchmarks

Inductive knowledge graph completion/Hits@10Inductive knowledge graph completion/Hits@1Inductive knowledge graph completion/Hits@3Inductive knowledge graph completion/MRInductive knowledge graph completion/MRRInductive knowledge graph completion/MRR 1pInductive knowledge graph completion/MRR 2iInductive knowledge graph completion/MRR 2pInductive knowledge graph completion/MRR 2uInductive knowledge graph completion/MRR 3iInductive knowledge graph completion/MRR 3pInductive knowledge graph completion/MRR ipInductive knowledge graph completion/MRR piInductive knowledge graph completion/MRR upInductive knowledge graph completion/Hits@3 1pInductive knowledge graph completion/Hits@3 2iInductive knowledge graph completion/Hits@3 2pInductive knowledge graph completion/Hits@3 2uInductive knowledge graph completion/Hits@3 3iInductive knowledge graph completion/Hits@3 3pInductive knowledge graph completion/Hits@3 ipInductive knowledge graph completion/Hits@3 piInductive knowledge graph completion/Hits@3 upKnowledge Graph Completion/Hits@10Knowledge Graph Completion/Hits@1Knowledge Graph Completion/Hits@3Knowledge Graph Completion/MRKnowledge Graph Completion/MRRKnowledge Graph Completion/MRR 1pKnowledge Graph Completion/MRR 2iKnowledge Graph Completion/MRR 2pKnowledge Graph Completion/MRR 2uKnowledge Graph Completion/MRR 3iKnowledge Graph Completion/MRR 3pKnowledge Graph Completion/MRR ipKnowledge Graph Completion/MRR piKnowledge Graph Completion/MRR upKnowledge Graph Completion/Hits@3 1pKnowledge Graph Completion/Hits@3 2iKnowledge Graph Completion/Hits@3 2pKnowledge Graph Completion/Hits@3 2uKnowledge Graph Completion/Hits@3 3iKnowledge Graph Completion/Hits@3 3pKnowledge Graph Completion/Hits@3 ipKnowledge Graph Completion/Hits@3 piKnowledge Graph Completion/Hits@3 upKnowledge Graphs/Hits@10Knowledge Graphs/Hits@1Knowledge Graphs/Hits@3Knowledge Graphs/MRKnowledge Graphs/MRRKnowledge Graphs/MRR 1pKnowledge Graphs/MRR 2iKnowledge Graphs/MRR 2pKnowledge Graphs/MRR 2uKnowledge Graphs/MRR 3iKnowledge Graphs/MRR 3pKnowledge Graphs/MRR ipKnowledge Graphs/MRR piKnowledge Graphs/MRR upKnowledge Graphs/Hits@3 1pKnowledge Graphs/Hits@3 2iKnowledge Graphs/Hits@3 2pKnowledge Graphs/Hits@3 2uKnowledge Graphs/Hits@3 3iKnowledge Graphs/Hits@3 3pKnowledge Graphs/Hits@3 ipKnowledge Graphs/Hits@3 piKnowledge Graphs/Hits@3 upLarge Language Model/Hits@10Large Language Model/Hits@1Large Language Model/Hits@3Large Language Model/MRLarge Language Model/MRRLarge Language Model/MRR 1pLarge Language Model/MRR 2iLarge Language Model/MRR 2pLarge Language Model/MRR 2uLarge Language Model/MRR 3iLarge Language Model/MRR 3pLarge Language Model/MRR ipLarge Language Model/MRR piLarge Language Model/MRR upLarge Language Model/Hits@3 1pLarge Language Model/Hits@3 2iLarge Language Model/Hits@3 2pLarge Language Model/Hits@3 2uLarge Language Model/Hits@3 3iLarge Language Model/Hits@3 3pLarge Language Model/Hits@3 ipLarge Language Model/Hits@3 piLarge Language Model/Hits@3 upLink Prediction/Hits@1Link Prediction/Hits@3Link Prediction/Hits@10Link Prediction/MRRLink Prediction/MRLink Prediction/training time (s)Link Prediction/Hit@1Link Prediction/Hit@10

Related Benchmarks

FB15k-237-ind/Inductive knowledge graph completion/Hit@1FB15k-237-ind/Inductive knowledge graph completion/Hits@10FB15k-237-ind/Inductive knowledge graph completion/Hits@3FB15k-237-ind/Inductive knowledge graph completion/MRRFB15k-237-ind/Knowledge Graph Completion/Hit@1FB15k-237-ind/Knowledge Graph Completion/Hits@10FB15k-237-ind/Knowledge Graph Completion/Hits@3FB15k-237-ind/Knowledge Graph Completion/MRRFB15k-237-ind/Knowledge Graphs/Hit@1FB15k-237-ind/Knowledge Graphs/Hits@10FB15k-237-ind/Knowledge Graphs/Hits@3FB15k-237-ind/Knowledge Graphs/MRRFB15k-237-ind/Large Language Model/Hit@1FB15k-237-ind/Large Language Model/Hits@10FB15k-237-ind/Large Language Model/Hits@3FB15k-237-ind/Large Language Model/MRRFB15k-237-ind/Link Prediction/Hits@1FB15k-237-ind/Link Prediction/Hits@10FB15k-237-ind/Link Prediction/Hits@3FB15k-237-ind/Link Prediction/MRR

Statistics

Papers
452
Benchmarks
100

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Tasks

Complex Query AnsweringInductive knowledge graph completionKnowledge Graph CompletionKnowledge GraphsLarge Language ModelLink Prediction