Node Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
76.46AUC
25
May 29, 2026
82.69Accuracy
25
Feb 26, 2026
68.15Accuracy
24
Jun 16, 2026
92.5Accuracy
24
Jun 16, 2026
86.33Accuracy
24
Jun 16, 2026
1.33Average Rank
24
May 12, 2026
95Accuracy
24
May 12, 2026
1.33Average Rank
24
May 12, 2026
1.33Average Rank
24
May 12, 2026
76.36Accuracy
24
May 12, 2026
1.33Average Rank
24
May 12, 2026
64.8Accuracy
24
May 12, 2026
61.11Accuracy
24
May 12, 2026
67.27Accuracy
24
May 12, 2026
56.67Accuracy
24
May 12, 2026
85.26Accuracy
24
May 12, 2026
75.07Accuracy
24
May 12, 2026
26.45Accuracy
24
May 12, 2026
99.37Attack Success Rate (ASR)
24
May 12, 2026
95.88Accuracy Success Rate (ASR)
24
May 12, 2026
0.09Attack Success Rate
24
May 12, 2026
82.49Accuracy
24
May 6, 2026
77.1F1 Score
24
May 20, 2026
51.84bAcc
24
Mar 18, 2026
86.51Clean Accuracy
24
Mar 6, 2026