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Papers Benchmarks Datasets Tasks

GraphWalks dataset and benchmarks · SOTA2 Research

Research Datasets

GraphWalks

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Synthetic Long-context Reasoning

GraphWalks

68.91Accuracy

12

Long Context Performance

Graphwalks Bfs (<128K)

98Score

9

Graph traversal

GraphWalks

89.87Parents Score

8

Long-context graph reasoning

GraphWalks

82.3F1 Score

6

Long Context Performance

Graphwalks Parents

99.7Score

5

Long Context Performance

Graphwalks Parents (<128K)

100Score

4

Popular tasks

Long-context performance Graph traversal Synthetic Long-context Reasoning Long-context graph reasoning

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