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Out-of-Distribution Generalization on Synthetic PENTAGON Property: SubgraphSize (0to25)

Out-of-Distribution Generalization on Synthetic PENTAGON Property: SubgraphSize (0to25)

4.06EGSEG-GNN

Updated 8mo ago

Evaluation results

Method	Links
EG-GNN2026.02		4.06

State-of-the-art paper

EG-GNN

Quantifying Explanation Quality in Graph Neural Networks using Out-of-Distribution Generalization

Dataset

Synthetic PENTAGON

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Related benchmarks

Out-of-Distribution Generalization on Synthetic TRIANGLE Property: NumSubgraph (26to50)Out-of-Distribution Generalization on Real-world FC Property: MolWt (0to25)Out-of-Distribution Generalization on Real-world FC Property: MolWt (51to75)Out-of-Distribution Generalization on Synthetic TRIANGLE Property: NumSubgraph (0to25)Out-of-Distribution Generalization on Synthetic TRIANGLE Property: NumSubgraph (51to75)

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