Table 5 Performance comparison with sufficient random seed values

GROVER

0.900

0.787

0.664

0.599

0.854

0.815

2.376

0.983

0.805

(Rong, et al., 2020)[50]

(0.034)

(0.041)

(0.029)

(0.036)

(0.142)

(0.046)

(0.891)

(0.175)

(0.072)

MPG

0.919

0.817

0.713

0.625

0.908

0.872

2.165

0.878

0.637

[35]

(0.025)

(0.021)

(0.016)

(0.024)

(0.031)

(0.044)

(0.594)

(0.128)

(0.043)

CD-MVGNN

0.907

0.837

0.729

0.623

0.885

0.870

2.049

0.825

0.600

(Ma, et al., 2022) [40]

(0.032)

(0.020)

(0.015)

(0.030)

(0.047)

(0.048)

(0.613)

(0.097)

(0.055)

KANO

0.951

0.820

0.719

0.614

0.910

0.874

1.970

0.798

0.618

(Fang, et al., 2023) [16]

(0.016)

(0.023)

(0.012)

(0.026)

(0.040)

(0.043)

(0.583)

(0.091)

(0.046)

Our

0.957

0.836

0.740

0.628

0.919

0.854

2.019

0.783

0.597

(0.017)

(0.021)

(0.014)

(0.027)

(0.037)

(0.045)

(0.532)

(0.074)

(0.038)