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Models/TransE-Concat

TransE-Concat

Reported on 8 benchmarks across 4 tasks · 1 paper · 8 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Knowledge Base4 results

Knowledge GraphsonWikiKG90M-LSC
Test MRR· 2021-03-17
85.48
SOTA
OGB-LSC: A Large-Scale Challenge for Machine Learning on Graphs arXiv:2103.09430
Knowledge GraphsonWikiKG90M-LSC
Validation MRR· 2021-03-17
0.8494
SOTA
OGB-LSC: A Large-Scale Challenge for Machine Learning on Graphs arXiv:2103.09430
Knowledge Graph CompletiononWikiKG90M-LSC
Test MRR· 2021-03-17
85.48
SOTA
OGB-LSC: A Large-Scale Challenge for Machine Learning on Graphs arXiv:2103.09430
Knowledge Graph CompletiononWikiKG90M-LSC
Validation MRR· 2021-03-17
0.8494
SOTA
OGB-LSC: A Large-Scale Challenge for Machine Learning on Graphs arXiv:2103.09430

Methodology2 results

Large Language ModelonWikiKG90M-LSC
Test MRR· 2021-03-17
85.48
SOTA
OGB-LSC: A Large-Scale Challenge for Machine Learning on Graphs arXiv:2103.09430
Large Language ModelonWikiKG90M-LSC
Validation MRR· 2021-03-17
0.8494
SOTA
OGB-LSC: A Large-Scale Challenge for Machine Learning on Graphs arXiv:2103.09430

Natural Language Processing2 results

Inductive knowledge graph completiononWikiKG90M-LSC
Test MRR· 2021-03-17
85.48
SOTA
OGB-LSC: A Large-Scale Challenge for Machine Learning on Graphs arXiv:2103.09430
Inductive knowledge graph completiononWikiKG90M-LSC
Validation MRR· 2021-03-17
0.8494
SOTA
OGB-LSC: A Large-Scale Challenge for Machine Learning on Graphs arXiv:2103.09430