conftrace_

visual reasoning

493 papers

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Also known as

VR

Co-occurring keywords

multimodal learning (4645) vision-language model (2348) visual question answering (1017) multimodal large language model (966) large language model (13587) benchmark evaluation (1556) vision language model (767) question answering (2963) multi-modal learning (1278) video understanding (1658)

Papers

CausalVLBench: Benchmarking Visual Causal Reasoning in Large Vision-Language Models EMNLP 2025
Reasoning is All You Need for Video Generalization: A Counterfactual Benchmark with Sub-question Evaluation ACL 2025
SpatialLLM: A Compound 3D-Informed Design towards Spatially-Intelligent Large Multimodal Models CVPR 2025
Spatial457: A Diagnostic Benchmark for 6D Spatial Reasoning of Large Mutimodal Models CVPR 2025
Beyond Text: Fine-Grained Multi-Modal Fact Verification with Hypergraph Transformers AAAI 2025
All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages CVPR 2025
Visual Agentic AI for Spatial Reasoning with a Dynamic API CVPR 2025
COLUMBUS: Evaluating COgnitive Lateral Understanding Through Multiple-Choice reBUSes AAAI 2025
Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation AAAI 2025
Cropper: Vision-Language Model for Image Cropping through In-Context Learning CVPR 2025
Argus: Vision-Centric Reasoning with Grounded Chain-of-Thought CVPR 2025
MV-MATH: Evaluating Multimodal Math Reasoning in Multi-Visual Contexts CVPR 2025
Perception Tokens Enhance Visual Reasoning in Multimodal Language Models CVPR 2025
CMIE: Combining MLLM Insights with External Evidence for Explainable Out-of-Context Misinformation Detection ACL 2025
INTERCHART: Benchmarking Visual Reasoning Across Decomposed and Distributed Chart Information IJCNLP 2025
A Survey of Mathematical Reasoning in the Era of Multimodal Large Language Model: Benchmark, Method & Challenges ACL 2025
Towards Visual Discrimination and Reasoning of Real-World Physical Dynamics: Physics-Grounded Anomaly Detection CVPR 2025
Multi-Modal Grounded Planning and Efficient Replanning for Learning Embodied Agents with a Few Examples AAAI 2025
GNS: Solving Plane Geometry Problems by Neural-Symbolic Reasoning with Multi-Modal LLMs AAAI 2025
Forgotten Polygons: Multimodal Large Language Models are Shape-Blind ACL 2025
Language-Guided Salient Object Ranking CVPR 2025
Detect, Disambiguate, and Translate: On-Demand Visual Reasoning for Multimodal Machine Translation with Large Vision-Language Models NAACL 2025
Migician: Revealing the Magic of Free-Form Multi-Image Grounding in Multimodal Large Language Models ACL 2025
ANNEXE: Unified Analyzing, Answering, and Pixel Grounding for Egocentric Interaction CVPR 2025
Looking Beyond the Pixels: Evaluating Visual Metaphor Understanding in VLMs EMNLP 2025