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Papers Benchmarks Datasets Tasks

ogbn-papers dataset and benchmarks · SOTA2 Research

Research Datasets

ogbn-papers

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Node Classification

ogbn-papers100M

69.67Accuracy

33

Node Classification

ogbn-papers100M transductive (val)

71.72Accuracy

10

Node Classification

ogbn-papers-100M (test)

66.21Accuracy

8

Node Classification

ogbn-papers100M (val)

68.6F1 Score

6

PPR vector computation

ogbn-papers100M

1,137.41Speedup Ratio

4

Node Classification

ogbn-papers100M 1.0 (test)

67.17Accuracy

4

Node Property Prediction

ogbn-papers100M

2.48Time/Epoch (s)

2

Popular tasks

Node Classification Node Property Prediction PPR vector computation

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