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Xu Ma 2022-02-16 01:36:20 -05:00
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@ -32,13 +32,22 @@ Overview of one stage in PointMLP. Given an input point cloud, PointMLP progress
url={https://openreview.net/forum?id=3Pbra-_u76D} url={https://openreview.net/forum?id=3Pbra-_u76D}
} }
## Model Zoo
- The codes/models/logs for submission version (without bug fixed) can be found here [commit:d2b8dbaa](http://github.com/13952522076/pointMLP-pytorch/tree/d2b8dbaa06eb6176b222dcf2ad248f8438582026).
- On ModelNet40, fixed pointMLP achieves a result of **91.5% mAcc** and **94.1% OA ** without voting, logs and pretrained models can be found [[here]](https://web.northeastern.edu/smilelab/xuma/pointMLP/checkpoints/fixstd/modelnet40/pointMLP-20220209053148-404/).
- On ScanObjectNN, fixed pointMLP achieves a result of **84.4% mAcc** and **86.1% OA ** without voting, logs and pretrained models can be found [[here]](https://web.northeastern.edu/smilelab/xuma/pointMLP/checkpoints/fixstd/scanobjectnn/pointMLP-20220204021453/).
- Stay tuned. More elite versions and voting results will be uploaded.
## News & Updates: ## News & Updates:
- [ ] updated pretrained models
- [ ] updated more pretrained models
- [ ] double check the part seg utils
- [ ] project page - [ ] project page
- [ ] update std bug (unstable testing in previous version) - [x] update std bug (unstable testing in previous version)
- [ ] paper/codes release - [x] paper/codes release
:point_right::point_right::point_right:**NOTE:** The codes/models/logs for submission version (without bug fixed) can be found here [commit:d2b8dbaa](http://github.com/13952522076/pointMLP-pytorch/tree/d2b8dbaa06eb6176b222dcf2ad248f8438582026). :point_right::point_right::point_right:**NOTE:** The codes/models/logs for submission version (without bug fixed) can be found here [commit:d2b8dbaa](http://github.com/13952522076/pointMLP-pytorch/tree/d2b8dbaa06eb6176b222dcf2ad248f8438582026).