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Node Classification Robustness Verification research benchmarks · SOTA2 Research

Node Classification Robustness Verification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Wisconsin Robust instances Delta=10

182Solved Count

9

Mar 10, 2026

Wisconsin Delta=10

248# Solved

9

Mar 10, 2026

Texas Robust instances Delta=10

133Solved Count

9

Mar 10, 2026

183Solved Count

9

Mar 10, 2026

Cornell Delta=10 (Robust instances)

97Solved Count

9

Mar 10, 2026

Cornell Delta=10 (All instances)

183Solved Instances

9

Mar 10, 2026

CiteSeer Robust instances Delta=10

2,880Solved Count

9

Mar 10, 2026

CiteSeer Delta=10

3,298Solved Count

9

Mar 10, 2026

Cora Robust instances Delta=10

2,124Solved Count

9

Mar 10, 2026

Cora Delta=10 (All instances)

2,708Solved Count

9

Mar 10, 2026

Popular datasets

Cora Citeseer Texas Wisconsin Cornell

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