Dataset · Hugging Face

HuiZhang0812/LayoutSAM-eval

Name: LayoutSAM-eval
Creator: HuiZhang0812
License: apache-2.0
Keywords: language:en, license:apache-2.0, size_categories:1K<n<10K, format:parquet, modality:image, modality:text, library:datasets, library:dask, library:mlcroissant, library:polars, arxiv:2412.03859, region:us, dataset, grounding, text-to-image

LayoutSAM-eval Benchmark Overview LayoutSAM-Eval is a comprehensive benchmark for evaluating the quality of Layout-to-Image (L2I) generation models. This benchmark assesses L2I generation quality from two perspectives: region-wise quality (spatial and attribute accuracy) and global-wise quality (visual quality and prompt following). It employs the VLM’s visual question answering to evaluate spatial and attribute adherence, and utilizes various metrics including IR… See the full description on the dataset page: https://huggingface.co/datasets/HuiZhang0812/LayoutSAM-eval.

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Author / organization	HuiZhang0812
License (as declared)	apache-2.0
Downloads	141 (as reported by Hugging Face)
Likes	2
Created	30 December 2024
Last updated at source	31 December 2024

datasetgroundingtext-to-imagelayout-to-imagemultimodalvision

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