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Out-of-Distribution Generalization research benchmarks – Page 2 · SOTA2 Research

Out-of-Distribution Generalization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Synthetic PENTAGON Property: SubgraphSize (51to75)

0.58EGS

1

Feb 26, 2026

Synthetic PENTAGON Property: SubgraphSize (26to50)

2.37EGS

1

Feb 26, 2026

Synthetic PENTAGON Property: SubgraphSize (0to25)

4.06EGS

1

Feb 26, 2026

Synthetic TRIANGLE Property: SubgraphSize (76to100)

6.43EGS

1

Feb 26, 2026

Synthetic TRIANGLE Property: SubgraphSize (51to75)

4.47EGS

1

Feb 26, 2026

Synthetic TRIANGLE Property: SubgraphSize (0to25)

8.7EGS

1

Feb 26, 2026

Synthetic PENTAGON Property: NumSubgraph (76to100)

7.76EGS

1

Feb 26, 2026

Synthetic PENTAGON Property: NumSubgraph (51to75)

4.55EGS

1

Feb 26, 2026

Synthetic PENTAGON Property: NumSubgraph (26to50)

3.35EGS

1

Feb 26, 2026

Synthetic PENTAGON Property: NumSubgraph (0to25)

1.42EGS

1

Feb 26, 2026

Synthetic TRIANGLE Property: NumSubgraph (76to100)

10.58EGS

1

Feb 26, 2026

Synthetic TRIANGLE Property: NumSubgraph (51to75)

3.06EGS

1

Feb 26, 2026

Synthetic TRIANGLE Property: NumSubgraph (0to25)

3.59EGS

1

Feb 26, 2026

Page 2 of 2

Popular datasets

Synthetic PENTAGON Real-world FC Synthetic TRIANGLE MUTAG AIME

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