stevenygd / PointFlow

PointFlow : 3D Point Cloud Generation with Continuous Normalizing Flows
https://www.guandaoyang.com/PointFlow/
MIT License
720 stars 101 forks source link

Test results with pre-trained donot match what shows in the paper #13

Closed lmy1001 closed 4 years ago

lmy1001 commented 4 years ago

Hi, I tried to test the PointFlow with the pre-trained model you provided, and tested it on the airplane test data for generation performance, what i got, for example, JSD:0.05163973286326318, but in your paper it's 0.0492. Is there anything I miss?

stevenygd commented 4 years ago

How did you obtain this results? Is it due to the variance between runs?

stevenygd commented 4 years ago

I would suggest using the following script to obtain the test result: https://github.com/stevenygd/PointFlow/blob/master/scripts/shapenet_airplane_gen_test.sh.

lmy1001 commented 4 years ago

How did you obtain this results? Is it due to the variance between runs?

Yes, I obtained the results by running shapenet_airplane_gen_test.sh.