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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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+ ```