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ytao-wang authored Oct 15, 2024
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Expand Up @@ -4,14 +4,17 @@ This repo contains the official implementation of the ACM MM 2024 paper

<center>Yuntao Wang, Jinpu Zhang, Ruonan Wei, Wenbo Gao, Yuehuan Wang*</center>



paper([OpenReview](https://openreview.net/forum?id=vaarOxGEU8&noteId=2tFfenhAPb))

---


This code is based on the [Sample4Geo](https://github.com/Skyy93/Sample4Geo) framework.

**Details of the datasets, training and inference can be found in Sample4Geo.**

##


### Dataset Preparation
Expand All @@ -26,5 +29,13 @@ Also, if you are experiencing network errors about the backbone, you may need to

We provide our pretrained results: [MFRGN-pretained.zip](https://pan.baidu.com/s/1LMYpQVHeV99u4u28jtlrjw) [BaiduYun, Password: 1234], which contains pretrained weight files or files necessary to train certain network configurations (e.g. distance_dict, convnext backbone weights).

##### Supplementary results on University-1652

| Methods | Drone2Sat<br />R@1 / AP | Sat2Drone<br />R@1 / AP |
| :--------- | :---------------------: | :---------------------: |
| Sample4Geo | 92.65 / 93.81 | 95.65 / 91.39 |
| Ours | 94.33 / 95.24 | 96.15 / 93.94 |




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