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czczup committed Jun 3, 2022
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Expand Up @@ -11,4 +11,4 @@ The Common Objects in COntext-stuff (COCO-stuff) dataset is a dataset for scen
| Method | Backbone | Pre-train | Batch Size | Lr schd | Crop Size | mIoU (SS) | mIoU (MS) | #Param | Config | Download |
|:-----------:|:-------------:|:---------------------------------------------------------------------------------------------------------------------:|:----------:|:-------:|:---------:|:------------------------------------------------------------------------------------------:|:------------------------------------------------------------------------------------------:|:------:|:---------------------------------------------------------------------:|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------:|
| UperNet | ViT-Adapter-L | [BEiT-L](https://conversationhub.blob.core.windows.net/beit-share-public/beit/beit_large_patch16_224_pt22k_ft22k.pth) | 8x2 | 80k | 512 | [51.0](https://drive.google.com/file/d/1xZodiAvOLGaLtMGx_btYVZIMC2VKrDhI/view?usp=sharing) | [51.4](https://drive.google.com/file/d/1bmFG9GA4bRqOEJfqXcO7nWYPwG3wSk2J/view?usp=sharing) | 451M | [config](./upernet_beit_adapter_large_512_80k_cocostuff10k_ss.py) | [model](https://github.com/czczup/ViT-Adapter/releases/download/v0.2.4/upernet_beit_adapter_large_512_80k_cocostuff10k.pth.tar) \| [log](https://github.com/czczup/ViT-Adapter/releases/download/v0.2.4/20220505_091358.log) |
| Mask2Former | ViT-Adapter-L | [BEiT-L](https://conversationhub.blob.core.windows.net/beit-share-public/beit/beit_large_patch16_224_pt22k_ft22k.pth) | 8x2 | 40k | 512 | [53.2](https://drive.google.com/file/d/1Buewc1n7GBAcBDXeia-QarujrDZqc_Sx/view?usp=sharing) | [54.2](https://drive.google.com/file/d/1kQgJUHDeQoO3pPY6QoXRKwyF7heT7wCJ/view?usp=sharing) | 568M | [config](./mask2former_beit_adapter_large_512_40k_cocostuff10k_ss.py) | [model]() \| [log]() |
| Mask2Former | ViT-Adapter-L | [BEiT-L](https://conversationhub.blob.core.windows.net/beit-share-public/beit/beit_large_patch16_224_pt22k_ft22k.pth) | 8x2 | 40k | 512 | [53.2](https://drive.google.com/file/d/1Buewc1n7GBAcBDXeia-QarujrDZqc_Sx/view?usp=sharing) | [54.2](https://drive.google.com/file/d/1kQgJUHDeQoO3pPY6QoXRKwyF7heT7wCJ/view?usp=sharing) | 568M | [config](./mask2former_beit_adapter_large_512_40k_cocostuff10k_ss.py) | [model](https://github.com/czczup/ViT-Adapter/releases/download/v0.2.5/mask2former_beit_adapter_large_512_40k_cocostuff10k.zip) \| [log](https://github.com/czczup/ViT-Adapter/releases/download/v0.2.5/20220504_205737.log) |

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