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TREE-GRID dataset and benchmarks · SOTA2 Research

Research Datasets

TREE-GRID

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Node Classification Explanation

Tree-grid

93.25IoU

32

Structural Explanation

Tree-Grid

97.11Precision

9

Node Classification

Tree-Grid

99.92Accuracy

7

Node Classification Explanation

TREE-GRID synthetic (test)

97.4Accuracy

5

Node Classification

Tree-Grid

96.92Concept Completeness

4

Node classification (edge-level explanation)

Tree-Grid

67.8AUC-ROC

3

Link Prediction

Tree-Grid

0.166Fid_alpha1 (+)

2

Popular tasks

Node Classification Node Classification Explanation Link Prediction Structural Explanation Node classification (edge-level explanation)

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