Tag: AI visual reasoning
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DISSECT: Diagnosing Vision and Language Gaps in Scientific VLMs
Explore DISSECT, a benchmark diagnosing where visual perception ends and language reasoning begins in scientific Vision-Language Models.
Enhancing Visual Reasoning in Diffusion Multimodal Models
Boost visual-grounded reasoning in diffusion multimodal language models with PSP and VRG methods, improving accuracy and inference speed.
V-Reflection: Enhancing MLLMs with Active Visual Reasoning
Discover how V-Reflection transforms MLLMs from passive observers to active interrogators, boosting accuracy and interpretability in visual tasks.
Hallucination’s Impact on Reinforcement Training in Multimodal Models
Explore how hallucination influences reinforcement post-training in multimodal reasoning models, boosting visual and multimodal AI performance.
Chart-RL: Reinforcement Learning for Better Chart QA
Discover Chart-RL, a reinforcement learning framework enhancing visual reasoning in chart question answering with efficient policy optimization.