visual reasoning

MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts ICLR 2024 Mind's Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models NeurIPS 2024 MLLM-CompBench: A Comparative Reasoning Benchmark for Multimodal LLMs NeurIPS 2024 MM-ChatAlign: A Novel Multimodal Reasoning Framework based on Large Language Models for Entity Alignment EMNLP 2024 MMCode: Benchmarking Multimodal Large Language Models for Code Generation with Visually Rich Programming Problems EMNLP 2024 MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI CVPR 2024 Modeling Multimodal Social Interactions: New Challenges and Baselines with Densely Aligned Representations CVPR 2024 MoReVQA: Exploring Modular Reasoning Models for Video Question Answering CVPR 2024 Multimodal Language Models Show Evidence of Embodied Simulation COLING 2024 Multi-Modal Latent Space Learning for Chain-of-Thought Reasoning in Language Models AAAI 2024 Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model EMNLP 2024 Neural Concept Binder NeurIPS 2024 OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding NeurIPS 2024 One Self-Configurable Model to Solve Many Abstract Visual Reasoning Problems AAAI 2024 Peacock: A Family of Arabic Multimodal Large Language Models and Benchmarks ACL 2024 PuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Abstract Visual Patterns ACL 2024 Rank2Tell: A Multimodal Driving Dataset for Joint Importance Ranking and Reasoning WACV 2024 RegionGPT: Towards Region Understanding Vision Language Model CVPR 2024 ReMI: A Dataset for Reasoning with Multiple Images NeurIPS 2024 Resolving Word Vagueness with Scenario-guided Adapter for Natural Language Inference IJCAI 2024 Revisiting Disentanglement in Downstream Tasks: A Study on Its Necessity for Abstract Visual Reasoning AAAI 2024 See Say and Segment: Teaching LMMs to Overcome False Premises CVPR 2024 Selective “Selective Prediction”: Reducing Unnecessary Abstention in Vision-Language Reasoning ACL 2024 Selective Vision is the Challenge for Visual Reasoning: A Benchmark for Visual Argument Understanding EMNLP 2024 Slot Abstractors: Toward Scalable Abstract Visual Reasoning ICML 2024