2025 "visual reasoning benchmarks" Papers

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A Visual Leap in CLIP Compositionality Reasoning through Generation of Counterfactual Sets

Zexi Jia, Chuanwei Huang, Yeshuang Zhu et al.

ICCV 2025posterarXiv:2507.04699
3
citations

Visual Description Grounding Reduces Hallucinations and Boosts Reasoning in LVLMs

Sreyan Ghosh, Chandra Kiran Evuru, Sonal Kumar et al.

ICLR 2025posterarXiv:2405.15683
15
citations