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#multi-step reasoning

Classroom Final Exam: An Instructor-Tested Reasoning Benchmark

Chongyang Gao, Diji Yang et al.Feb 23arXiv

CFE-BENCH is a new, teacher-verified "Classroom Final Exam" for AI that uses real college STEM problems to test deep, step-by-step reasoning.

#CFE-BENCH#variable-based verification#reasoning flow

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DeepImageSearch: Benchmarking Multimodal Agents for Context-Aware Image Retrieval in Visual Histories

Chenlong Deng, Mengjie Deng et al.Feb 11arXiv

Most image search systems judge each photo by itself, which fails when clues are split across many photos taken over time.

#context-aware image retrieval#multimodal agents#visual history exploration

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