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pmf_metadataset_dino

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hushell commited on Nov 9, 2022

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@@ -13,6 +13,7 @@ python -m torch.distributed.launch --nproc_per_node=8 --use_env test_meta_datase
 ```
 ## Results
 Method                     |ILSVRC (test)              |Omniglot                   |Aircraft                   |Birds                      |Textures                   |QuickDraw                  |Fungi                      |VGG Flower                 |Traffic signs              |MSCOCO
 ---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------
 [md_full_128x128_dinosmall_fp16_lr5e-5](https://huggingface.co/hushell/pmf_metadataset_dino/blob/main/md_full_128x128_dinosmall_fp16_lr5e-5/best.pth)             |73.52±0.80&nbsp;(lr=0.0001)       |92.17±0.57&nbsp;(lr=0.0001)     |89.49±0.52&nbsp;(lr=0.001)        |91.04±0.37&nbsp;(lr=0.0001)       |85.73±0.62&nbsp;(lr=0.001)      |79.43±0.67&nbsp;(lr=0.0001)     |74.99±0.94&nbsp;(lr=0)       |95.30±0.44&nbsp;(lr=0.001)        |89.85±0.76&nbsp;(lr=0.01)        |59.69±1.02&nbsp;(lr=0.001)

 ```
 ## Results
+The validated meta-test learning rate using 5 episodes for each domain is shown in the bracket.
 Method                     |ILSVRC (test)              |Omniglot                   |Aircraft                   |Birds                      |Textures                   |QuickDraw                  |Fungi                      |VGG Flower                 |Traffic signs              |MSCOCO
 ---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------|---------------------------
 [md_full_128x128_dinosmall_fp16_lr5e-5](https://huggingface.co/hushell/pmf_metadataset_dino/blob/main/md_full_128x128_dinosmall_fp16_lr5e-5/best.pth)             |73.52±0.80&nbsp;(lr=0.0001)       |92.17±0.57&nbsp;(lr=0.0001)     |89.49±0.52&nbsp;(lr=0.001)        |91.04±0.37&nbsp;(lr=0.0001)       |85.73±0.62&nbsp;(lr=0.001)      |79.43±0.67&nbsp;(lr=0.0001)     |74.99±0.94&nbsp;(lr=0)       |95.30±0.44&nbsp;(lr=0.001)        |89.85±0.76&nbsp;(lr=0.01)        |59.69±1.02&nbsp;(lr=0.001)