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MetaphorStar Masters Image Metaphor Reasoning

MetaphorStar Masters Image Metaphor Reasoning

MetaphorStar uses end-to-end visual RL for image metaphor understanding, featuring TFQ-Data dataset, TFQ-GRPO method, and TFQ-Bench. MetaphorStar-32B sets SOTA on implication benchmarks, outperforming 20+ MLLMs including Gemini-3.0-pro. Improves general visual reasoning via scaling analyses.

ArXiv AIResearchFeb 12#research#metaphorstar#v1