Node Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
48.16F1 Score
10
Apr 15, 2026
56.63F1 Score
10
Apr 15, 2026
72.96F1 Score
10
Apr 15, 2026
56.76F1 Score
10
Apr 15, 2026
74.58F1 Score
10
Apr 15, 2026
0.561F1 Score
10
Apr 15, 2026
63.44F1 Score
10
Apr 15, 2026
64.63Accuracy
10
Apr 14, 2026
67.6Accuracy
10
Apr 8, 2026
78Macro F1
10
Apr 8, 2026
60.89Accuracy
10
Mar 10, 2026
62.15Accuracy
10
Mar 10, 2026
92.8Accuracy (Pubmed OOD2)
10
Mar 10, 2026
95.05Accuracy
10
Mar 10, 2026
95.9Accuracy (Cora OOD2)
10
Mar 10, 2026
96.75Accuracy
10
Mar 10, 2026
91.5Accuracy
10
Mar 5, 2026
94.7Accuracy (%)
10
Mar 5, 2026
94.2Accuracy
10
Mar 5, 2026
91.9Accuracy
10
Mar 5, 2026
94Accuracy
10
Mar 5, 2026
94.4Accuracy (%)
10
Mar 5, 2026
54.3Accuracy
10
Mar 4, 2026
44.5Accuracy
10
Mar 4, 2026
49.8Accuracy
10
Mar 4, 2026