Datasets:
Modalities:
Image
Formats:
imagefolder
Languages:
English
Size:
1K - 10K
Tags:
image
contextual-observer-grounding
spatial-reasoning
perspective-taking
vision-language-models
embodied-ai
License:
Add paper link to POVBench dataset card
#2
by nielsr HF Staff - opened
README.md
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---
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pretty_name: POVBench
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license: cc-by-4.0
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language:
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- visual-question-answering
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- image-text-to-text
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size_categories:
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source_datasets:
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tags:
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---
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# POVBench
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**Contextual Observer Grounding: Evaluating Situated Spatial Reasoning in Vision-Language Models**
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EMNLP 2026 Findings
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[Project page](https://mimo-owl.github.io/POVBench/) · [Code](https://github.com/mimo-owl/povbench-eval)
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booktitle = {Findings of the Association for Computational Linguistics: EMNLP 2026},
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year = {2026}
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}
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```
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---
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language:
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- en
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license: cc-by-4.0
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size_categories:
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- 1K<n<10K
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source_datasets:
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- original
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task_categories:
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- visual-question-answering
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- image-text-to-text
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pretty_name: POVBench
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tags:
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- image
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- contextual-observer-grounding
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- spatial-reasoning
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- perspective-taking
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- vision-language-models
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- embodied-ai
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- benchmark
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- ai2thor
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- procthor
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---
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# POVBench
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**Contextual Observer Grounding: Evaluating Situated Spatial Reasoning in Vision-Language Models**
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EMNLP 2026 Findings
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[Project page](https://mimo-owl.github.io/POVBench/) · [Code](https://github.com/mimo-owl/povbench-eval) · [Paper](https://huggingface.co/papers/2609.06880)
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booktitle = {Findings of the Association for Computational Linguistics: EMNLP 2026},
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year = {2026}
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}
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```
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