EMD doesn't match with PointFlow's

[minzhang-1]

Hi,

I used your EMD code and PointFlow's to compute and find the two do not match. Yours is approximately 10 times less than PointFlow's. Could you please check this?

Airplane: Yours {'1-NN-CD-acc': 0.7259259223937988, '1-NN-CD-acc_f': 0.6370370388031006, '1-NN-CD-acc_t': 0.8148148059844971, '1-NN-EMD-acc': 0.614814817905426, '1-NN-EMD-acc_f': 0.5629629492759705, '1-NN-EMD-acc_t': 0.6666666865348816, 'lgan_cov-CD': 0.4962962865829468, 'lgan_cov-EMD': 0.47654321789741516, 'lgan_mmd-CD': 0.00022858072770759463, 'lgan_mmd-EMD': 0.0035688027273863554, 'lgan_mmd_smp-CD': 0.0007089844439178705, 'lgan_mmd_smp-EMD': 0.006884903181344271} 'JSD: 0.04573863398532296'

PointFlow's {'1-NN-CD-acc': 0.7259259223937988, '1-NN-CD-acc_f': 0.6370370388031006, '1-NN-CD-acc_t': 0.8148148059844971, '1-NN-EMD-acc': 0.6740740537643433, '1-NN-EMD-acc_f': 0.6320987939834595, '1-NN-EMD-acc_t': 0.7160493731498718, 'lgan_cov-CD': 0.4962962865829468, 'lgan_cov-EMD': 0.5185185074806213, 'lgan_mmd-CD': 0.00022858072770759463, 'lgan_mmd-EMD': 0.03101278468966484, 'lgan_mmd_smp-CD': 0.0007089844439178705, 'lgan_mmd_smp-EMD': 0.04470111057162285} 'JSD: 0.04573863398532296'

[albertotono]

In the paper, they mentioned