Node Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
66.34Accuracy
30
Feb 26, 2026
0.996Node Classification Accuracy (PPI)
30
Feb 26, 2026
93.87Accuracy
30
Apr 13, 2026
85.75Accuracy (Cora 3-shot)
29
Jun 11, 2026
65.04Accuracy
29
Jun 4, 2026
56Accuracy
29
Jun 4, 2026
56.79F1 Score
29
Apr 15, 2026
38.95Macro F1 Score
29
Jun 4, 2026
25.28Micro F1
29
Feb 26, 2026
97.1Micro F1
29
Feb 26, 2026
22.9Misclassification Rate
28
Jul 7, 2026
18.64Misclassification Rate
28
Jul 7, 2026
31.3Misclassification Rate
28
Jul 7, 2026
71.44Accuracy
28
Jun 17, 2026
99.58Accuracy
28
Jun 8, 2026
94.72Accuracy
28
Jun 8, 2026
65.68Mean Accuracy
28
May 27, 2026
83.58Macro F1
28
Jun 30, 2026
6.27Error Rate (Δ=1)
28
May 8, 2026
0.27Misclassification Rate
28
May 8, 2026
86.64Accuracy
28
Mar 11, 2026
89.5Accuracy
28
Mar 11, 2026
568Count
28
Mar 10, 2026
0.12ASR
28
Mar 6, 2026
0.03ASR
28
Mar 6, 2026