How to reproduce the results in Table 4

[YananZhao0630]

I have run the code with the best-parameter used, however, I could not reproduce the results in Table 4; for example, I use the command
python run_GNN.py --dataset texas --use_best_params --gpu 3

The results are:
{'test_mean': 83.5135135135135, 'val_mean': 91.69491525423729, 'train_mean': 99.77011494252875, 'test_acc_std': 5.465877950312617,}

which are not aligned with that in Table 4. What command should I use?