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- ---
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- language:
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- - en
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- tags:
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- - remote-sensing
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- - image-quality
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- - benchmark
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- - visual-question-answering
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- task_categories:
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- - visual-question-answering
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- - image-classification
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- pretty_name: SenseBench
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- license: cc-by-4.0
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- dataset_info:
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- features:
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- - name: id
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- dtype: string
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- - name: image_1
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- dtype: image
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- - name: image_2
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- dtype: image
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- - name: question
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- dtype: string
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- - name: answer
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- dtype: string
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- splits:
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- - name: test
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- num_bytes: 10229406144
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- num_examples: 10815
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- download_size: 6662451172
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- dataset_size: 10229406144
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- configs:
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- - config_name: default
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- data_files:
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- - split: test
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- path: data/test-*
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- ---
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-
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- # SenseBench
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-
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- A benchmark for remote sensing low-level visual perception and description in large vision-language models.
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-
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- ## Dataset Structure
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-
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- - **10,815** samples
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- - **14,540** images (6.3 GB)
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- - 4 question types: single-choice (multi-image), single-choice (single-image), multi-choice, open-ended description
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-
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- ## Example
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-
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- | image_1 | image_2 | question | answer |
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- |---------|---------|----------|--------|
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- | ![](image_1) | ![](image_2) | Compared with Image 1 (reference), does Image 2 exhibit noticeable gaussian blur artifacts? | A. Yes |
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-
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- ## Citation
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-
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- ```bibtex
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- @article{},
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- title={},
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- author={},
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- year={}
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- }
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- ```