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evaluation-llms

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RaptorMai / MLLM-CompBench

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[NeurIPS'25] MLLM-CompBench evaluates the comparative reasoning of MLLMs with 40K image pairs and questions across 8 dimensions of relative comparison: visual attribute, existence, state, emotion, temporality, spatiality, quantity, and quality. CompBench covers diverse visual domains, including animals, fashion, sports, and scenes

benchmark reasoning vision-and-language multimodal-deep-learning human-annotation foundation-models large-language-models llms vision-language-model multimodal-large-language-models evaluation-llms llms-benchmarking neurips-2024
  • Updated Apr 21, 2025
  • Jupyter Notebook

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