Update README.md
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README.md
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@@ -20,49 +20,50 @@ These weights are directly usable in OpenCLIP (image + text).
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- Data Filtering Networks: https://arxiv.org/abs/2309.17425
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- **Samples Seen:** 39B (224 x 224) + 5B (384 x 384)
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## Model Metrics
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| dataset | metric |
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|:-----------------------|---------:|
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| ImageNet 1k | 0.
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| Caltech-101 | 0.
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| CIFAR-10 | 0.9879 |
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| CIFAR-100 | 0.9041 |
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| CLEVR Counts | 0.
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| CLEVR Distance | 0.
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| Country211 | 0.
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| Describable Textures | 0.
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| EuroSAT | 0.608333 |
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| FGVC Aircraft | 0.
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| Food-101 | 0.
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| GTSRB | 0.
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| ImageNet Sketch | 0.
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| ImageNet v2 | 0.
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| ImageNet-A | 0.
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| ImageNet-O | 0.
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| ImageNet-R | 0.
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| KITTI Vehicle Distance | 0.
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| MNIST | 0.8372 |
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| ObjectNet | 0.796867 |
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| Oxford Flowers-102 | 0.
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| Oxford-IIIT Pet | 0.
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| Pascal VOC 2007 | 0.
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| PatchCamelyon | 0.695953 |
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| Rendered SST2 | 0.566722 |
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| RESISC45 | 0.755079 |
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| Stanford Cars | 0.
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| STL-10 | 0.991125 |
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| SUN397 | 0.
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| SVHN | 0.671251 |
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| Flickr | 0.8808 |
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| MSCOCO | 0.
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| WinoGAViL | 0.571813 |
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| iWildCam | 0.
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| Camelyon17 | 0.711536 |
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| FMoW | 0.209024 |
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| Dollar Street | 0.
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| GeoDE | 0.
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| **Average** | **0.
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## Model Usage
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### With OpenCLIP
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```
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- Data Filtering Networks: https://arxiv.org/abs/2309.17425
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- **Samples Seen:** 39B (224 x 224) + 5B (384 x 384)
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## Model Metrics
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| dataset | metric |
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|:-----------------------|---------:|
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| ImageNet 1k | 0.84218 |
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| Caltech-101 | 0.954479 |
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| CIFAR-10 | 0.9879 |
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| CIFAR-100 | 0.9041 |
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| CLEVR Counts | 0.362467 |
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| CLEVR Distance | 0.206067 |
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| Country211 | 0.37673 |
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| Describable Textures | 0.71383 |
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| EuroSAT | 0.608333 |
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| FGVC Aircraft | 0.719938 |
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| Food-101 | 0.963129 |
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| GTSRB | 0.679018 |
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| ImageNet Sketch | 0.73338 |
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| ImageNet v2 | 0.7837 |
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| ImageNet-A | 0.7992 |
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| ImageNet-O | 0.3785 |
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| ImageNet-R | 0.937633 |
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| KITTI Vehicle Distance | 0.38256 |
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| MNIST | 0.8372 |
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| ObjectNet[^1] | 0.796867 |
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| Oxford Flowers-102 | 0.896834 |
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| Oxford-IIIT Pet | 0.966841 |
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| Pascal VOC 2007 | 0.826255 |
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| PatchCamelyon | 0.695953 |
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| Rendered SST2 | 0.566722 |
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| RESISC45 | 0.755079 |
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| Stanford Cars | 0.959955 |
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| STL-10 | 0.991125 |
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| SUN397 | 0.772799 |
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| SVHN | 0.671251 |
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| Flickr | 0.8808 |
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| MSCOCO | 0.636889 |
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| WinoGAViL | 0.571813 |
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| iWildCam | 0.224911 |
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| Camelyon17 | 0.711536 |
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| FMoW | 0.209024 |
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| Dollar Street | 0.71729 |
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| GeoDE | 0.935699 |
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| **Average** | **0.709421** |
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[^1]: Center-crop pre-processing used for ObjectNet (squashing results in 6pp lower accuracy)
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## Model Usage
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### With OpenCLIP
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```
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