Graph Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
92.5Accuracy
43
Apr 10, 2026
0.827ROC AUC
42
Apr 20, 2026
0.772ROC-AUC
42
May 7, 2026
94.6Accuracy
42
May 8, 2026
57.59Accuracy
42
Feb 26, 2026
55.6Accuracy
41
Apr 6, 2026
55.53Accuracy
41
May 15, 2026
69.7Accuracy
40
Mar 11, 2026
26.97Accuracy
37
May 12, 2026
85.4Accuracy
37
Apr 6, 2026
69.5Accuracy
37
Apr 6, 2026
70.79ROC-AUC
36
May 4, 2026
88.58ROC-AUC
36
Feb 26, 2026
82.66ROC AUC
36
Feb 26, 2026
29.3AP
36
Apr 28, 2026
81.6Accuracy
36
Feb 26, 2026
98.8Accuracy
35
Jun 16, 2026
73AP
35
Mar 4, 2026
75.4Accuracy
35
Feb 26, 2026
56.1Accuracy
33
Jun 26, 2026
74.3Accuracy
33
Apr 1, 2026
100Accuracy
33
Feb 26, 2026
80.67ROC AUC
33
Feb 26, 2026
87.4Accuracy
32
May 5, 2026
80.02Accuracy
31
Jul 7, 2026