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Daily Paper CastMME-Reasoning: A Comprehensive Benchmark for Logical Reasoning in MLLMs
🤗 Upvotes: 73 | cs.AI, cs.CV
Authors:
Jiakang Yuan, Tianshuo Peng, Yilei Jiang, Yiting Lu, Renrui Zhang, Kaituo Feng, Chaoyou Fu, Tao Chen, Lei Bai, Bo Zhang, Xiangyu Yue
Title:
MME-Reasoning: A Comprehensive Benchmark for Logical Reasoning in MLLMs
Arxiv:
http://arxiv.org/abs/2505.21327v1
Abstract:
Logical reasoning is a fundamental aspect of human intelligence and an essential capability for multimodal large language models (MLLMs). Despite the significant advancement in multimodal reasoning, existing benchmarks fail to comprehensively evaluate their reasoning abilities due to the lack of explicit categorization for...2025-05-2921 min