Node Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
83.2Accuracy
20
Feb 26, 2026
88.57Accuracy
20
Feb 26, 2026
90.23Accuracy
20
Feb 26, 2026
78.07Accuracy
20
Feb 26, 2026
37.9Accuracy
20
Feb 26, 2026
77.84Accuracy
20
Feb 26, 2026
76.79Accuracy
20
Feb 26, 2026
85.47Average Accuracy
20
Feb 26, 2026
72.15Accuracy
20
Feb 26, 2026
85.07Mean Accuracy
20
Feb 26, 2026
68.59Mean Accuracy
20
Feb 26, 2026
88.65Accuracy
20
Feb 26, 2026
95.84Micro F1
20
Apr 1, 2026
94.1Macro F1
20
Feb 26, 2026
42.99Chameleon Acc
19
Jul 2, 2026
17.6F1 Score
19
Jun 30, 2026
83.36F1 Score
19
Jun 19, 2026
32.36Accuracy
19
May 12, 2026
52.3Accuracy
19
May 12, 2026
36.71Accuracy
19
May 12, 2026
35.41Accuracy
19
May 12, 2026
96.81Accuracy
19
May 1, 2026
33.05Accuracy/F1 Score
19
May 1, 2026
85.1Accuracy/F1 Score
19
May 1, 2026
26.8Accuracy/F1 Score
19
May 1, 2026