{"total":23,"rows":[{"id":"2405.02246","title":"What matters when building vision-language models?","created":"2024-05-03","cited_by_count":326,"area":"mllm"},{"id":"2312.09245","title":"DriveMLM: Aligning Multi-Modal Large Language Models with Behavioral Planning States for Autonomous Driving","created":"2023-12-14","cited_by_count":233,"area":"mllm"},{"id":"2408.12637","title":"Building and better understanding vision-language models: insights and future directions","created":"2024-08-22","cited_by_count":173,"area":"mllm"},{"id":"2508.09123","title":"OpenCUA: Open Foundations for Computer-Use Agents","created":"2025-08-12","cited_by_count":160,"area":"mllm"},{"id":"2502.05177","title":"Long-VITA: Scaling Large Multi-modal Models to 1 Million Tokens with Leading Short-Context Accuracy","created":"2025-02-07","cited_by_count":39,"area":"mllm"},{"id":"2402.15527","title":"PCA-Bench: Evaluating Multimodal Large Language Models in Perception-Cognition-Action Chain","created":"2024-02-21","cited_by_count":29,"area":"mllm"},{"id":"2503.16734","title":"Towards Agentic Recommender Systems in the Era of Multimodal Large Language Models","created":"2025-03-20","cited_by_count":26,"area":"mllm"},{"id":"2505.17012","title":"SpatialScore: Towards Comprehensive Evaluation for Spatial Intelligence","created":"2025-05-22","cited_by_count":24,"area":"mllm"},{"id":"2407.04923","title":"OmChat: A Recipe to Train Multimodal Language Models with Strong Long Context and Video Understanding","created":"2024-07-06","cited_by_count":11,"area":"mllm"},{"id":"2410.06555","title":"ING-VP: MLLMs cannot Play Easy Vision-based Games Yet","created":"2024-10-09","cited_by_count":11,"area":"mllm"},{"id":"2604.17503","title":"SkillGraph: Self-Evolving Multi-Agent Collaboration with Multimodal Graph Topology","created":"2026-04-19","cited_by_count":9,"area":"mllm"},{"id":"2507.05330","title":"MindFlow: Revolutionizing E-commerce Customer Support with Multimodal LLM Agents","created":"2025-07-07","cited_by_count":6,"area":"mllm"},{"id":"2511.19524","title":"VideoChat-M1: Collaborative Policy Planning for Video Understanding via Multi-Agent Reinforcement Learning","created":"2025-11-24","cited_by_count":6,"area":"mllm"},{"id":"2503.05383","title":"AVA: Attentive VLM Agent for Mastering StarCraft II","created":"2025-03-07","cited_by_count":5,"area":"mllm"},{"id":"2512.16250","title":"AMUSE: Audio-Visual Benchmark and Alignment Framework for Agentic Multi-Speaker Understanding","created":"2025-12-18","cited_by_count":4,"area":"mllm"},{"id":"2605.00444","title":"Scaling Video Understanding via Compact Latent Multi-Agent Collaboration","created":"2026-05-01","cited_by_count":4,"area":"mllm"},{"id":"2604.11258","title":"Dialectic-Med: Mitigating Diagnostic Hallucinations via Counterfactual Adversarial Multi-Agent Debate","created":"2026-04-13","cited_by_count":2,"area":"mllm"},{"id":"2506.21864","title":"DeepOmni: Towards Seamless and Smart Speech Interaction with Adaptive Modality-Specific MoE","created":"2025-06-27","cited_by_count":1,"area":"mllm"},{"id":"2512.02485","title":"UCAgents: Unidirectional Convergence for Visual Evidence Anchored Multi-Agent Medical Decision-Making","created":"2025-12-02","cited_by_count":1,"area":"mllm"},{"id":"2605.30698","title":"Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence","created":"2026-05-29","cited_by_count":1,"area":"mllm"},{"id":"2606.10401","title":"CoCoSI: Collaborative Cognitive Map Construction for Spatial Intelligence","created":"2026-06-09","cited_by_count":1,"area":"mllm"},{"id":"2510.27196","title":"MemeArena: Automating Context-Aware Unbiased Evaluation of Harmfulness Understanding for Multimodal Large Language Models","created":"2025-10-31","cited_by_count":0,"area":"mllm"},{"id":"2606.17627","title":"Divide, Deliberate, Decide: A Multi-Agent Framework for Fine-Grained Egocentric Action Recognition","created":"2026-06-16","cited_by_count":0,"area":"mllm"}],"next_cursor":null}