Node Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
71.95Accuracy
45
May 8, 2026
86.85Test Accuracy
45
Mar 11, 2026
77.24Accuracy
45
Mar 23, 2026
86.33F1-AP
45
Feb 27, 2026
88.54F1 (AP)
45
Feb 27, 2026
68.4Accuracy
45
Feb 26, 2026
63.7Accuracy
45
Feb 26, 2026
86.6Accuracy
44
Jun 23, 2026
88.75Accuracy
44
Jun 12, 2026
79.5Macro F1
44
May 4, 2026
87Micro-F1
44
May 4, 2026
68.67Accuracy
44
Mar 26, 2026
43.05Test Accuracy
44
Mar 11, 2026
59.26Accuracy
44
May 12, 2026
50.95Accuracy
44
May 12, 2026
53.35Micro F1
44
Jun 2, 2026
62.14Accuracy
44
Feb 26, 2026
84.71Accuracy
44
Feb 26, 2026
84.5Accuracy
43
Jul 7, 2026
98Test Accuracy
43
Mar 11, 2026
44.9Accuracy
43
Feb 26, 2026
1.56Average Ranking
43
Feb 26, 2026
99.09F1 Score (micro)
43
May 8, 2026
0.803Accuracy
43
Mar 4, 2026
52.42Micro-F1
42
Feb 26, 2026