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Node Classification

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated
99.99Accuracy
Node Classification on Cora performance trend
1,225
Jun 16, 2026
95Accuracy
Node Classification on Citeseer performance trend
1,037
Jun 1, 2026
98.2Mean Accuracy
Node Classification on Cora (test) performance trend
951
May 19, 2026
87.22Accuracy
Node Classification on Chameleon performance trend
936
Jun 25, 2026
97.46Accuracy
Node Classification on Pubmed performance trend
902
Jun 23, 2026
97.8Accuracy
Node Classification on Cornell performance trend
900
Jun 19, 2026
96.3Accuracy
Node Classification on Wisconsin performance trend
898
Jun 11, 2026
89.73Accuracy
Node Classification on Texas performance trend
859
Jun 30, 2026
83.49Accuracy
Node Classification on Squirrel performance trend
815
Jun 25, 2026
93.35Accuracy
Node Classification on Cora (Accuracy Focus) performance trend
609
Jun 4, 2026
77.83Accuracy
Node Classification on Actor performance trend
598
Jun 25, 2026
95.75Accuracy
Node Classification on CiteSeer (accuracy) performance trend
541
Jun 23, 2026
96.9Accuracy
Accuracy on Pubmed (Node Classification) performance trend
501
Jun 30, 2026
96.67Mean Accuracy
Node Classification on Photo performance trend
447
Jun 11, 2026
94.8Mean Accuracy
Node classification on Texas (test) performance trend
402
Jul 9, 2026
94.77Accuracy
Node Classification on Roman-Empire performance trend
398
Jun 25, 2026
56.72Accuracy
Node Classification on amazon-ratings performance trend
354
Jun 25, 2026
94.89Mean Accuracy
Node Classification on Wisconsin (test) performance trend
346
Jul 9, 2026