Node Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
93.22Accuracy
17
Feb 26, 2026
82.04Accuracy
17
Feb 26, 2026
56.61Mean Accuracy
17
Jun 25, 2026
82.8Macro F1
17
Feb 26, 2026
69.1Macro F1
17
Feb 26, 2026
72.27Accuracy (ES)
16
Jul 2, 2026
0.582F1 Score
16
Jun 30, 2026
28F1 Score
16
Jun 30, 2026
23.2F1 Score
16
Jun 30, 2026
57.3F1 Score
16
Jun 30, 2026
14.67AR (cls)
16
Jun 23, 2026
61.6Accuracy
16
Jun 23, 2026
80.65Accuracy
16
Jun 23, 2026
0.504Accuracy
16
Jun 23, 2026
95.31Accuracy
16
Jun 4, 2026
97Micro-F1
16
May 14, 2026
96.9Micro-F1
16
May 14, 2026
38.56F1 Score
16
May 14, 2026
88.37Accuracy
16
Mar 11, 2026
73.65Accuracy
16
Mar 11, 2026
2Average Rank
16
Mar 11, 2026
90.22Accuracy
16
Mar 4, 2026
98.25Accuracy
16
Mar 10, 2026
95.24Accuracy
16
Feb 26, 2026
99.44Accuracy
16
Jun 1, 2026