Node Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
45.5Accuracy
42
Jun 4, 2026
43.1Accuracy
42
Jun 4, 2026
82.98Accuracy
42
Feb 26, 2026
84.86Mean Accuracy
42
Feb 26, 2026
78.02Accuracy
42
Feb 26, 2026
88.37Accuracy
42
Feb 26, 2026
74.72Accuracy
42
Feb 26, 2026
68.42Accuracy
42
Feb 26, 2026
61.81Accuracy
42
Feb 26, 2026
0.834Micro F1
42
Feb 26, 2026
37.91Accuracy
41
Feb 26, 2026
0.889Accuracy
41
Feb 26, 2026
96.9Accuracy
41
Feb 26, 2026
19.33Miss-classification Rate (Δ=1)
40
May 8, 2026
72.78F1 Score
40
Apr 15, 2026
63.39F1 Score
40
Apr 15, 2026
73.48F1 Score
40
Apr 15, 2026
74.9Accuracy
40
Jun 4, 2026
92.77Accuracy
40
Jun 11, 2026
78.2Accuracy
40
Jun 11, 2026
86.22Accuracy
40
Jun 11, 2026
51.36Overall F1
40
May 14, 2026
88.32AUC
40
May 29, 2026
74.1Mean Accuracy
40
Feb 26, 2026
72.04Accuracy
39
May 29, 2026