conftrace_

visual reasoning

556 papers

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Also known as

VR

Co-occurring keywords · papers mentioning both

multimodal learning (171) vision-language model (101) multimodal large language model (85) visual question answering (71) large language model (54) benchmark evaluation (44) multimodal reasoning (32) question answering (30) video understanding (28) reinforcement learning (27)

Papers

Performance Gap in Entity Knowledge Extraction Across Modalities in Vision Language Models ACL 2025 Pointing to a Llama and Call it a Camel: On the Sycophancy of Multimodal Large Language Models EMNLP 2025 Probing Logical Reasoning of MLLMs in Scientific Diagrams EMNLP 2025 Probing Visual Language Priors in VLMs ICML 2025 ProReason: Multi-Modal Proactive Reasoning with Decoupled Eyesight and Wisdom EMNLP 2025 ProtoVQA: An Adaptable Prototypical Framework for Explainable Fine-Grained Visual Question Answering EMNLP 2025 Puzzled by Puzzles: When Vision-Language Models Can’t Take a Hint EMNLP 2025 PuzzleGPT: Emulating Human Puzzle-Solving Ability for Time and Location Prediction NAACL 2025 QG-CoC: Question-Guided Chain-of-Captions for Large Multimodal Models EMNLP 2025 RCI: A Score for Evaluating Global and Local Reasoning in Multimodal Benchmarks EMNLP 2025 Reasoning is All You Need for Video Generalization: A Counterfactual Benchmark with Sub-question Evaluation ACL 2025 Reasoning Limitations of Multimodal Large Language Models. A case study of Bongard Problems ICML 2025 RSVP: Reasoning Segmentation via Visual Prompting and Multi-modal Chain-of-Thought ACL 2025 SciVerse: Unveiling the Knowledge Comprehension and Visual Reasoning of LMMs on Multi-modal Scientific Problems ACL 2025 SciVQA 2025: Overview of the First Scientific Visual Question Answering Shared Task ACL 2025 Seeing Culture: A Benchmark for Visual Reasoning and Grounding EMNLP 2025 SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator Trajectories CVPR 2025 SegLLM: Multi-round Reasoning Segmentation with Large Language Models ICLR 2025 Self-Correction is More than Refinement: A Learning Framework for Visual and Language Reasoning Tasks ACL 2025 SIMPLOT: Enhancing Chart Question Answering by Distilling Essentials NAACL 2025 Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions EMNLP 2025 Spatial457: A Diagnostic Benchmark for 6D Spatial Reasoning of Large Mutimodal Models CVPR 2025 SpatialLLM: A Compound 3D-Informed Design towards Spatially-Intelligent Large Multimodal Models CVPR 2025 StatsChartMWP: A Dataset for Evaluating Multimodal Mathematical Reasoning Abilities on Math Word Problems with Statistical Charts EMNLP 2025 Synthetic Visual Genome CVPR 2025