Table 5 Accuracy(%) and orbit counts.

From: GTAT: empowering graph neural networks with cross attention

Model

Cora

Photo

Physics

Times

ACC

Times

ACC

Times

ACC

GTAT_4

0.01s

81.41±0.48

0.43s

91.65±0.55

0.84s

93.38±0.50

GTAT_5

0.07s

81.50±1.27

233.54s

91.70±0.39

110.94s

93.41±0.35

GTAT2_4

0.01s

81.45±1.23

0.43s

91.55±0.54

0.84s

93.20±0.63

GTAT2_5

0.07s

81.65±1.49

233.54s

91.79±0.41

110.94s

93.39±0.53