Dataset · Hugging Face

zyn1216/PSBench

Name: PSBench
Creator: zyn1216
License: mit
Keywords: task_categories:image-to-image, language:en, license:mit, size_categories:n<1K, region:us, photoshop, computer-use, gui-agent, image-editing, benchmark

PSBench PSBench is a benchmark for evaluating GUI agents on 600 image-editing tasks in Adobe Photoshop. The accompanying paper, “PSBench: Editing Image via GUI Agents in Photoshop,” has been accepted to ICML 2026. For evaluation stability and reproducibility, PSBench uses task-specific, rubric-based LLM-as-a-judge evaluation. The runtime judge compares the original START image with the candidate RESULT image and evaluates only the visible requirements in the task rubric. The… See the full description on the dataset page: https://huggingface.co/datasets/zyn1216/PSBench.

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Author / organization	zyn1216
License (as declared)	mit
Downloads	974 (as reported by Hugging Face)
Likes	0
Created	2 August 2026
Last updated at source	2 August 2026

photoshopcomputer-usegui-agentimage-editingbenchmark

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