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.

SotA/Graphs/Link Prediction/Wikidata5M

Link Prediction on Wikidata5M

Metric: Hits@10 (higher is better)

LeaderboardDataset
Loading chart...

Results

Submit a result
#Model↕Hits@10▼Extra DataPaperDate↕Code
1MoCoKGC0.591No---
2KGT5-context + Description0.46NoFriendly Neighbors: Contextualized Sequence-to-S...2023-05-22Code
3SimKGC + Description0.441NoSimKGC: Simple Contrastive Knowledge Graph Compl...2022-03-04Code
4KGT5-context0.427NoFriendly Neighbors: Contextualized Sequence-to-S...2023-05-22Code
5KGT5 ComplEx Ensemble0.426NoSequence-to-Sequence Knowledge Graph Completion ...2022-03-19Code
6KGT5 + Description0.422NoFriendly Neighbors: Contextualized Sequence-to-S...2023-05-22Code
7ComplEx0.398No--Code
8TransE0.392NoKEPLER: A Unified Model for Knowledge Embedding ...2019-11-13Code
9RotatE0.39NoKEPLER: A Unified Model for Knowledge Embedding ...2019-11-13Code
10SimplE0.377NoKEPLER: A Unified Model for Knowledge Embedding ...2019-11-13Code
11ComplEx0.373NoKEPLER: A Unified Model for Knowledge Embedding ...2019-11-13Code
12KGT50.365NoSequence-to-Sequence Knowledge Graph Completion ...2022-03-19Code
13DistMult0.334NoKEPLER: A Unified Model for Knowledge Embedding ...2019-11-13Code
14KEPLER-Wiki-rel0.277NoKEPLER: A Unified Model for Knowledge Embedding ...2019-11-13Code