From 11f065647bc7d6540590e0295b5bc8d1fa12c04d Mon Sep 17 00:00:00 2001 From: Neil You <neilyou@qq.com> Date: Thu, 14 Jan 2021 11:19:51 +0800 Subject: [PATCH] Update README.md --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index bda597d..b6b3bd6 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 -- GitLab