Unverified50% confidenceFactExact time
TestHallVQA is a multi-image VQA benchmark combining document-level scale, human exam-level difficulty, and controllable contextual redundancy injection.
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50%
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Long-term
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9/15/2026
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UnverifiedTestHallVQA is drawn from scientific examination scenarios.73% similarUnverifiedGeneral benchmarks such as MMLU, GPQA, and HumanEval typically take the form of single-turn question answering or standalone tasks, which cannot reflect sustained reasoning and tool coordination capabilities in complex workflows.67% similarVerifiedSoftware testing can be divided into four levels by development stage: unit testing, integration testing, system testing, and acceptance testing.61% similarUnverifiedOffice QA基准测试涵盖Word、Excel、PDF等格式中的信息抽取、表格推理和跨文档问答任务61% similarVerifiedStandard AI benchmarks include MMLU (a comprehensive knowledge test covering 57 subjects), GPQA (graduate-level professional question answering), SWE-bench (real-world software engineering tasks), HumanEval and MBPP (programming ability), and MATH and GSM8K (mathematical reasoning)60% similar
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