Node Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
56.29F1 Score
49
Apr 15, 2026
54.81Accuracy
49
Apr 13, 2026
94.77Accuracy
49
Apr 13, 2026
79.6Mean Accuracy
49
Mar 31, 2026
76.2Accuracy
48
May 20, 2026
95.56Median Test Accuracy
48
May 19, 2026
86.35Median Accuracy (Cora Test)
48
May 19, 2026
30.76bAcc
48
Mar 18, 2026
85.85Mean Accuracy
48
May 14, 2026
85.6Accuracy
48
May 20, 2026
93.51F1 Score
48
Feb 27, 2026
80.21Accuracy
47
Feb 26, 2026
88.05Accuracy
47
Mar 31, 2026
77Accuracy
47
Feb 26, 2026
73Accuracy
46
Jun 25, 2026
95.45Micro-F1
46
Jun 30, 2026
0.44Delta SP
46
Jun 4, 2026
86.8Micro F1
46
May 18, 2026
80.52Accuracy
46
Feb 26, 2026
88.57Accuracy
46
Feb 26, 2026
89.7Accuracy
45
Jun 2, 2026
69.73AUC
45
May 8, 2026
76.49AUC (%)
45
May 8, 2026
86.79AUC
45
May 8, 2026
46.56Accuracy
45
May 8, 2026