diff --git a/README.md b/README.md index bda597d7089d04bc67d77e222f60fe54f0354a94..b6b3bd6b5a23990253cf296964b5b69895e45553 100644 --- a/README.md +++ b/README.md @@ -13,11 +13,11 @@ Change which method to use in `config/config.yaml` and run python train.py ``` ### Results -Using Adam with learning rate 1e-3, decay 0.3 for every 50 epochs, train for 200 epochs; data augmentation follows [this repo](https://github.com/yanx27/Pointnet_Pointnet2_pytorch). We have the following result: +Using Adam with learning rate decay 0.3 for every 50 epochs, train for 200 epochs; data augmentation follows [this repo](https://github.com/yanx27/Pointnet_Pointnet2_pytorch). For Hengshuang and Nico, initial LR is 1e-3 (maybe fine-tuned later); for Menghao, initial LR is 1e-4, as suggested by the [author](https://github.com/MenghaoGuo). ModelNet40 classification results (instance average) are listed below: | Model | Accuracy | |--|--| | Hengshuang | 89.6| -| Menghao | 71.6 | +| Menghao | 92.6 | | Nico | 85.5 | ### Miscellaneous