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Papers Benchmarks Datasets Tasks

ogbn-papers100M dataset and benchmarks · SOTA2 Research

Research Datasets

ogbn-papers100M

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Node Classification

ogbn-papers100M transductive (test)

68Accuracy

10

Node property prediction

ogbn-papers100M (test)

66.01Accuracy

6

Node classification

ogbn-papers100M (val)

63.3Accuracy

6

Node Classification

ogbn-papers100M (test)

65.11F1 Score

6

Node Classification

ogbn-papers100M (train)

73.94F1 Score

5

Graph Embedding

ogbn-papers100M

19Speedup

1

Popular tasks

Node Classification Node Property Prediction Graph Embedding

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