Node Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
77.65Accuracy
15
May 8, 2026
73.88Accuracy
15
May 8, 2026
84.55Accuracy
15
May 8, 2026
94.8Accuracy
15
May 6, 2026
61.11Accuracy (5-way 3-shot)
15
May 1, 2026
65.57Macro F1
15
Apr 20, 2026
95.06Macro F1
15
Apr 20, 2026
99.54F1 Score
15
Mar 26, 2026
90.22Clean Accuracy
15
Mar 24, 2026
89.7Accuracy (Clean)
15
Mar 24, 2026
94.8Accuracy
15
May 28, 2026
51.84bAcc
15
Mar 18, 2026
76.76Accuracy
15
Mar 4, 2026
82.67Accuracy
15
Mar 4, 2026
99.04Mean Accuracy
15
Mar 4, 2026
97.84Mean Accuracy
15
Mar 4, 2026
95.6Mean Accuracy
15
Mar 4, 2026
76.76Accuracy
15
Mar 4, 2026
88.65Accuracy
15
Mar 4, 2026
82.67Accuracy
15
Mar 4, 2026
64.27ROC AUC
15
Feb 26, 2026
69.17Mean Accuracy
15
Feb 26, 2026
80.93Mean Accuracy
15
Feb 26, 2026
95.25Mean Accuracy
15
Feb 26, 2026
96.33Mean Accuracy
15
Feb 26, 2026