task_categories:text-generation task_categories:image-to-image task_categories:image-to-video task_categories:automatic-speech-recognition task_categories:text-retrieval language:zh language:en license:cc-by-nc-sa-4.0 size_categories:n<1K arxiv:2508.18993 region:us agent benchmark code-agent software-engineering multimodal