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Update README.md
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ZrrSkywalker authored Apr 1, 2023
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Expand Up @@ -34,7 +34,7 @@ Point-M2AE is a strong **M**ulti-scale **M**AE pre-training framework for hierar
Pre-trained by ShapeNet, Point-M2AE is evaluated by **Linear SVM** on ModelNet40 and ScanObjectNN (OBJ-BG split) datasets, without downstream fine-tuning:
| Task | Dataset | Config | MN40 Acc.| OBJ-BG Acc.| Ckpts | Logs |
| :-----: | :-----: |:-----:| :-----: | :-----:| :-----:|:-----:|
| Pre-training | ShapeNet |[point-m2ae.yaml](./cfgs/pre-training/point-m2ae.yaml)| 92.87% | 82.78% | [pre-train.pth](https://drive.google.com/file/d/1HyUEv04V2K6vMaR0P7WksuoiMtoXx1fM/view?usp=share_link) | [log](https://drive.google.com/file/d/1svx_CQ2x8dRDrf9C_jSDIXYYyJO8KG4m/view?usp=sharing) |
| Pre-training | ShapeNet |[point-m2ae.yaml](./cfgs/pre-training/point-m2ae.yaml)| 92.87% | 82.78% | [pre-train.pth](https://drive.google.com/file/d/1HyUEv04V2K6vMaR0P7WksuoiMtoXx1fM/view?usp=share_link) | [pre-train.log](https://drive.google.com/file/d/1svx_CQ2x8dRDrf9C_jSDIXYYyJO8KG4m/view?usp=sharing) |

### Fine-tuning
Synthetic shape classification on ModelNet40 with 1k points:
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