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Papers Benchmarks Datasets Tasks

Graph Representation Learning research benchmarks · SOTA2 Research

Graph Representation Learning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ogbn-proteins (test)

8.47Perplexity

7

Jun 2, 2026

ogbn-products (test)

8.79Perplexity

7

Jun 2, 2026

ogbn-arxiv (test)

6.43Perplexity

7

Jun 2, 2026

4.58Training Time (s)

7

Feb 26, 2026

11.4Training Time (s)

6

Feb 26, 2026

519.22Training time (s)

2

Feb 26, 2026

Popular datasets

OGBN-Products Ogbn-arxiv FB15K CUNEIFORM ogbn-proteins

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