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 |