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Table 1 Temperature prediction results

From: Quantum walk neural networks with feature dependent coins

RMSE ± STD      
Walk Length 1 2 3 4 5
GCN 8.56±0.02 8.14±0.41 7.82±0.13 8.55±0.52 8.88±0.73
DCNN 8.07±0.21 7.40±0.13 7.46±0.06 7.44±0.10 10.19±0.18
GAT 7.84±0.16 8.43±0.42 8.47±1.02 8.23±0.69 7.93±0.15
QWNN 6.11±0.14 5.54±0.16 5.38±0.07 5.28±0.08 5.65±0.02
  1. The best performing network is in bold