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Ryenhails/ikea-bench

IKEA-Bench Benchmarking Vision-Language Models for Cross-Depiction Assembly Instruction Alignment [Project Page] | [Paper] | [GitHub] Dataset Description IKEA-Bench evaluates how well VLMs can align assembly instruction diagrams (like IKEA manuals) with real-world assembly videos. The benchmark contains 1,623 questions across 6 task types covering cross-modal alignment and procedural reasoning. This dataset is self-contained: all images (133 manual diagrams + 2… See the full description on the dataset page: https://huggingface.co/datasets/Ryenhails/ikea-bench.

Author / organizationRyenhails
License (as declared)cc-by-4.0
Downloads198 (as reported by Hugging Face)
Likes0
Created1 April 2026
Last updated at source2 April 2026
assemblycross-depictionvlm-benchmarkikeaprocedural-understanding
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  • 16 Oct 2026 Description: IKEA-Bench Benchmarking Vision-Language Models for Cross-Depiction Assembly Instruction Alignment [Project Page] | [Paper] | [GitHub] Dataset Description IKEA-Bench evaluates how well VLMs can align assembly instruction diagrams (like IKEA → IKEA-Bench Benchmarking Vision-Language Models for Cross-Depiction Assembly Instruction Alignment [Project Page] | [Paper] | [GitHub] Dataset Description IKEA-Bench evaluates how well VLMs can align assembly instruction diagrams (like IKEA

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