Node Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
91.45Overall F1
34
Feb 26, 2026
90.23Overall F1
34
Jul 3, 2026
42.08Accuracy
34
Feb 26, 2026
75.1Accuracy
34
Feb 26, 2026
73.9Accuracy
34
Jun 23, 2026
74.06Accuracy (ES)
33
Jul 2, 2026
90.31Accuracy
33
Apr 28, 2026
67.31Accuracy
33
Mar 17, 2026
88.92Accuracy
33
Mar 17, 2026
53.71Accuracy
33
Mar 17, 2026
86.4Accuracy
33
Apr 14, 2026
54.49Accuracy
33
May 12, 2026
38Accuracy
33
Feb 26, 2026
55.08Micro-F1
33
Feb 26, 2026
85Balanced Accuracy
33
Feb 26, 2026
61.81Accuracy
33
Feb 26, 2026
72.66Accuracy
33
Feb 26, 2026
43.98F1 Score
33
Apr 7, 2026
69.67Accuracy
33
Jun 2, 2026
55.86Final AP
33
Feb 26, 2026
79.23Accuracy
33
Jun 26, 2026
80.4Accuracy
33
Feb 26, 2026
73.18Accuracy
32
Jun 4, 2026
74.65Accuracy
32
Jun 4, 2026
65.17Accuracy
32
Jun 4, 2026