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Datasets:
edw2n
/
ImageNet-ES-Diverse

Tasks:
Image Classification
Languages:
English
Size:
100K<n<1M
Tags:
benchmark
image-classification
out-of-distribution
robustness
sensor-control
light-control
License:
Dataset card Files
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@@ -33,7 +33,7 @@ ImageNet-ES-Diverse
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  │ # 8K original validation samples of Tiny-ImageNet without references in ImageNet-ES
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  ├── es-diverse-test (193K)
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  ├── auto_exposure (30K) = 1K * 6 environments *5 shots
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- ├── param_control (162K) = 1K * 6 environments *27 shots
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  └── sampled_tin_no_resize2 # reference samples (1K)
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  ```
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  The main paper and the appendix detail the dataset specifications and present analyses on adaptive sensing and qualitative insights.
 
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  │ # 8K original validation samples of Tiny-ImageNet without references in ImageNet-ES
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  ├── es-diverse-test (193K)
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  ├── auto_exposure (30K) = 1K * 6 environments *5 shots
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+ ├── param_control (162K) = 1K * 6 environments * 27 shots
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  └── sampled_tin_no_resize2 # reference samples (1K)
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  ```
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  The main paper and the appendix detail the dataset specifications and present analyses on adaptive sensing and qualitative insights.