Graph Classification on D&D (Accuracy, Standard Deviation) benchmark leaderboard · SOTA2 Research

Graph Classification on D&D (Accuracy, Standard Deviation)

81.86AccuracySTDN

Evaluation Results

Method	Links
STDN2025.12		81.86	2.19
TTG-NN2025.12		80.9	2.57
DGCNN2025.12		79.37	0.94
GCN2025.12		79.12	3.07
DiffPool2025.12		77.9	2.4
MinCutPool2025.12		77.6	3.1
HaarPool2025.12		77.4	3.4
SAGPool2025.12		76.45	0.97
EigenGCN2025.12		75.9	3.9
TOGL2025.12		75.7	2.1
GIN2025.12		75.4	2.6