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Update README.md
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fanq15 authored Jul 21, 2022
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Expand Up @@ -54,7 +54,7 @@ You may change the ``backbone`` from ``resnet50`` to ``resnet101``, change the `

### Pascal VOC

| Method | Setting | Backbone | Refinement | Fold 0 | Fold 1 | Fold 2 | Fold 3 | Mean |
| Method | Setting | Backbone | SSP Refine | Fold 0 | Fold 1 | Fold 2 | Fold 3 | Mean |
| :-----: | :-----: | :---------: | :----: | :----: | :----: | :----: | :----: | :----: |
| Baseline | 1-shot | ResNet-50 | No | [54.9](https://drive.google.com/file/d/1Itnv562-dhfZOV-_upX1BlMFWIGJFFhn/view?usp=sharing) | [66.5](https://drive.google.com/file/d/183JO8a3wjIG1ERSie8r0N7QVlV7FgNd_/view?usp=sharing) | [61.7](https://drive.google.com/file/d/1X7Z5RfRJNVTndMQgX3nKGbcM-pWIsOPR/view?usp=sharing) | [48.3](https://drive.google.com/file/d/1sOj37uXvNQTBeMFC-Dx2A-MaMj7nC-gn/view?usp=sharing) | **57.9** |
| Baseline | 1-shot | ResNet-101 | No | [57.2](https://drive.google.com/file/d/10Nco3CvXZgEE_0wDjbyRKoUK3JpkR79q/view?usp=sharing) | [68.5](https://drive.google.com/file/d/137JjNvQAksp4PepT93orcHCFCRd6HkFt/view?usp=sharing) | [61.3](https://drive.google.com/file/d/1wTUyjqkh4-AuLSExfXPUXvK59C4NTdif/view?usp=sharing) | [53.3](https://drive.google.com/file/d/1lWpLX_Wwwb5dINjjGcg3XkxOdZGR_mhM/view?usp=sharing) | **60.1** |
Expand All @@ -68,6 +68,18 @@ You may change the ``backbone`` from ``resnet50`` to ``resnet101``, change the `

### MS COCO

| Method | Setting | Backbone | Eval Protocol | Fold 0 | Fold 1 | Fold 2 | Fold 3 | Mean |
| :-----: | :-----: | :---------: | :----: | :----: | :----: | :----: | :----: | :----: |
| SSP (Ours) | 1-shot | ResNet-50 | Ours | [46.4](https://drive.google.com/file/d/17QziEObdCib_2lg7SoEptkt_qoWBpCmy/view?usp=sharing) | [35.2](https://drive.google.com/file/d/1HXEvAfpeAc3TJjgy3LRb35EWn2zVgxNT/view?usp=sharing) | [27.3](https://drive.google.com/file/d/1qSApqbSyH4ckfFWtg_SAMRXDlsijwkpt/view?usp=sharing) | [25.4](https://drive.google.com/file/d/1PjtK1dYFXR5xkyjkmbc2XdobRTJw0cEh/view?usp=sharing) | **33.6** |
| SSP (Ours) | 1-shot | ResNet-101 | Ours | [50.4](https://drive.google.com/file/d/1kHZoe3TMextLJZqvnZdNQjQg-pe7Ag0_/view?usp=sharing) | [39.9](https://drive.google.com/file/d/1XapUFZE86J0u-jwricmYsumv2cd7pDO8/view?usp=sharing) | [30.6](https://drive.google.com/file/d/1A1-1HbZnnRzQjc50-VDNdsByaZ624_5C/view?usp=sharing) | [30.0](https://drive.google.com/file/d/1e5W6xbZTisUp8qWRsokaO5Hp_OVGK3B4/view?usp=sharing) | **37.7** |
| SSP (Ours) | 5-shot | ResNet-50 | Ours | [53.9](https://drive.google.com/file/d/1MyKP8sIrDwbHBQBXhDxWVg4uDzbfcG0o/view?usp=sharing) | [42.0](https://drive.google.com/file/d/1rVEwt2gUrE-pezgOtyi65N4o3_Ku1jAB/view?usp=sharing) | [36.0](https://drive.google.com/file/d/1tE5JU-Gnx-z9xgU-8jz5yjefQNMEfpzP/view?usp=sharing) | [33.7](https://drive.google.com/file/d/1sJn242NPYlnm-ErJX_fQvT1HWJ8a72jN/view?usp=sharing) | **41.4** |
| SSP (Ours) | 5-shot | ResNet-101 | Ours | [57.8](https://drive.google.com/file/d/17_cD0Y4vU3h6OniKGEQr0rbEq1klSqa-/view?usp=sharing) | [47.0](https://drive.google.com/file/d/1TMZzGN1flPQqxRc1H62dWpTCjgId2aPb/view?usp=sharing) | [40.2](https://drive.google.com/file/d/1B4yagrQ0ugX6EUK2yPoJPRUPl_ENqia_/view?usp=sharing) | [39.9](https://drive.google.com/file/d/10eO87EkGVUul9BY5Q2zq4vo_2ZR5SNf5/view?usp=sharing) | **46.2** |
| SSP (Ours) | 1-shot | ResNet-50 | HSNet | [35.5](https://drive.google.com/file/d/17QziEObdCib_2lg7SoEptkt_qoWBpCmy/view?usp=sharing) | [39.6](https://drive.google.com/file/d/1HXEvAfpeAc3TJjgy3LRb35EWn2zVgxNT/view?usp=sharing) | [37.9](https://drive.google.com/file/d/1qSApqbSyH4ckfFWtg_SAMRXDlsijwkpt/view?usp=sharing) | [36.7](https://drive.google.com/file/d/1PjtK1dYFXR5xkyjkmbc2XdobRTJw0cEh/view?usp=sharing) | **37.4** |
| SSP (Ours) | 1-shot | ResNet-101 | HSNet | [39.1](https://drive.google.com/file/d/1kHZoe3TMextLJZqvnZdNQjQg-pe7Ag0_/view?usp=sharing) | [45.1](https://drive.google.com/file/d/1XapUFZE86J0u-jwricmYsumv2cd7pDO8/view?usp=sharing) | [42.7](https://drive.google.com/file/d/1A1-1HbZnnRzQjc50-VDNdsByaZ624_5C/view?usp=sharing) | [41.2](https://drive.google.com/file/d/1e5W6xbZTisUp8qWRsokaO5Hp_OVGK3B4/view?usp=sharing) | **42.0** |
| SSP (Ours) | 5-shot | ResNet-50 | HSNet | [40.6](https://drive.google.com/file/d/1MyKP8sIrDwbHBQBXhDxWVg4uDzbfcG0o/view?usp=sharing) | [47.0](https://drive.google.com/file/d/1rVEwt2gUrE-pezgOtyi65N4o3_Ku1jAB/view?usp=sharing) | [45.1](https://drive.google.com/file/d/1tE5JU-Gnx-z9xgU-8jz5yjefQNMEfpzP/view?usp=sharing) | [43.9](https://drive.google.com/file/d/1sJn242NPYlnm-ErJX_fQvT1HWJ8a72jN/view?usp=sharing) | **44.1** |
| SSP (Ours) | 5-shot | ResNet-101 | HSNet | [47.4](https://drive.google.com/file/d/17_cD0Y4vU3h6OniKGEQr0rbEq1klSqa-/view?usp=sharing) | [54.5](https://drive.google.com/file/d/1TMZzGN1flPQqxRc1H62dWpTCjgId2aPb/view?usp=sharing) | [50.4](https://drive.google.com/file/d/1B4yagrQ0ugX6EUK2yPoJPRUPl_ENqia_/view?usp=sharing) | [49.6](https://drive.google.com/file/d/10eO87EkGVUul9BY5Q2zq4vo_2ZR5SNf5/view?usp=sharing) | **50.2** |


## Acknowledgement

This codebase is built based on [MLC's baseline code](https://github.com/LiheYoung/MiningFSS).
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