Reproduction Environment
- OS: Ubuntu 20.04.6 LTS focal x86_64
- Kernel: 3.10.0-1160.el7.x86_64
- CPU: Intel Xeon Gold 6326 (64) @ 2.901GHz
- Memory: 67078MiB / 515467MiB
- GPU: NVIDIA RTX A6000 48G
- Cuda: 11.8
- pytorch: 1.13.1+cu117
Reproduction Results
- Best accuracy is: 0.94714
- Best class avg mIOU is: 0.84012 (which is far from 89.87)
- Best inctance avg mIOU is: 0.85706 (which is far from 90.26)
Reproduction Details
Because PointRWKV did not open source the code for the component segmentation part, I tried to reproduce it using the open source component segmentation code of Point-MAE.
Segmentation code is: https://github.com/Pang-Yatian/Point-MAE/tree/main/segmentation
Log txt: pt.txt
Requisition
The paper has been accepted. Please open all source code, otherwise it will become a high-scoring article that no one cares about.