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| Variant | Dataset | Faces | Decoder | Diffusion | State |
|---|---|---|---|---|---|
4-30 | DeepCAD | 4–30 | deepcad/hifi-brep-decoder-4-30.pt | deepcad/hifi-brep-diffusion-4-30.pt | online |
7-30 | DeepCAD | 7–30 | deepcad/hifi-brep-decoder-7-30.pt | deepcad/hifi-brep-diffusion-7-30.pt | online |
abc-4-50 | ABC | 4–50 | abc/hifi-brep-decoder-4-50.pt | abc/hifi-brep-diffusion-4-50.pt | EMA |
1hf download 1nnoh/HiFi-BRep \
2 --include "deepcad/*.pt" "abc/*.pt" \
3 --local-dir checkpoints1python -m pip install modelscope-hub==0.1.8
2modelscope download innohou/HiFi-BRep \
3 --include "deepcad/*.pt" "abc/*.pt" \
4 --local-dir checkpoints| Variant | Dataset | State | Checkpoint |
|---|---|---|---|
4-30 | DeepCAD | online | training/deepcad/hifi-brep-vae-4-30-online.pt |
7-30 | DeepCAD | online | training/deepcad/hifi-brep-vae-7-30-online.pt |
abc-4-50 | ABC | EMA | training/abc/hifi-brep-vae-4-50-ema.pt |
1hf download 1nnoh/HiFi-BRep \
2 --include "training/*/*.pt" \
3 --local-dir checkpoints1python -m pip install modelscope-hub==0.1.8
2modelscope download innohou/HiFi-BRep \
3 --include "training/*/*.pt" \
4 --local-dir checkpoints1@inproceedings{hou2026hifi,
2 title={HiFi-BRep: High-Fidelity Latent Representation for Robust B-Rep Generation},
3 author={Hou, Junhao and Luo, Chenqi and Wang, Pufan and Lu, Jiaying and Liu, Yusheng and Qin, Feiwei and Fang, Meie and Zhou, Kun},
4 booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
5 pages={27199--27208},
6 year={2026}
7}