{"total":25,"rows":[{"id":"2401.01614","title":"GPT-4V(ision) is a Generalist Web Agent, if Grounded","created":"2024-01-03","cited_by_count":563,"area":"mllm"},{"id":"2502.09560","title":"EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents","created":"2025-02-13","cited_by_count":221,"area":"mllm"},{"id":"2408.06327","title":"VisualAgentBench: Towards Large Multimodal Models as Visual Foundation Agents","created":"2024-08-12","cited_by_count":103,"area":"mllm"},{"id":"2502.05206","title":"Safety at Scale: A Comprehensive Survey of Large Model and Agent Safety","created":"2025-02-02","cited_by_count":67,"area":"mllm"},{"id":"2407.01511","title":"CRAB: Cross-environment Agent Benchmark for Multimodal Language Model Agents","created":"2024-07-01","cited_by_count":39,"area":"mllm"},{"id":"2412.01175","title":"OBI-Bench: Can LMMs Aid in Study of Ancient Script on Oracle Bones?","created":"2024-12-02","cited_by_count":22,"area":"mllm"},{"id":"2410.21259","title":"AutoBench-V: Can Large Vision-Language Models Benchmark Themselves?","created":"2024-10-28","cited_by_count":21,"area":"mllm"},{"id":"2410.16400","title":"VipAct: Visual-Perception Enhancement via Specialized VLM Agent Collaboration and Tool-use","created":"2024-10-21","cited_by_count":18,"area":"mllm"},{"id":"2505.24878","title":"Open CaptchaWorld: A Comprehensive Web-based Platform for Testing and Benchmarking Multimodal LLM Agents","created":"2025-05-30","cited_by_count":16,"area":"mllm"},{"id":"2508.05580","title":"Follow-Your-Instruction: A Comprehensive MLLM Agent for World Data Synthesis","created":"2025-08-07","cited_by_count":10,"area":"mllm"},{"id":"2506.00530","title":"CityLens: Evaluating Large Vision-Language Models for Urban Socioeconomic Sensing","created":"2025-05-31","cited_by_count":7,"area":"mllm"},{"id":"2506.02896","title":"FlySearch: Exploring how vision-language models explore","created":"2025-06-03","cited_by_count":7,"area":"mllm"},{"id":"2510.00507","title":"Graph2Eval: Automatic Multimodal Task Generation for Agents via Knowledge Graphs","created":"2025-10-01","cited_by_count":7,"area":"mllm"},{"id":"2405.18740","title":"Reverse Image Retrieval Cues Parametric Memory in Multimodal LLMs","created":"2024-05-29","cited_by_count":6,"area":"mllm"},{"id":"2412.04531","title":"MageBench: Bridging Large Multimodal Models to Agents","created":"2024-12-05","cited_by_count":6,"area":"mllm"},{"id":"2501.00750","title":"Beyond Text: Implementing Multimodal Large Language Model-Powered Multi-Agent Systems Using a No-Code Platform","created":"2025-01-01","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":"2605.13391","title":"RS-Claw: Progressive Active Tool Exploration via Hierarchical Skill Trees for Remote Sensing Agents","created":"2026-05-13","cited_by_count":3,"area":"mllm"},{"id":"2510.19336","title":"DaMo: Data Mixing Optimizer in Fine-tuning Multimodal LLMs for Mobile Phone Agents","created":"2025-10-22","cited_by_count":2,"area":"mllm"},{"id":"2603.19466","title":"ProactiveBench: Benchmarking Proactiveness in Multimodal Large Language Models","created":"2026-03-19","cited_by_count":2,"area":"mllm"},{"id":"2607.08768","title":"UniClawBench: A Universal Benchmark for Proactive Agents on Real-World Tasks","created":"2026-07-09","cited_by_count":2,"area":"mllm"},{"id":"2507.07299","title":"MLFM: Multi-Layered Feature Maps for Richer Language Understanding in Zero-Shot Semantic Navigation","created":"2025-07-09","cited_by_count":1,"area":"mllm"},{"id":"2606.04244","title":"VAMPS: Visual-Assisted Mathematical Problem Solving Benchmark","created":"2026-06-02","cited_by_count":1,"area":"mllm"},{"id":"2606.19338","title":"Beyond the Current Observation: Evaluating Multimodal Large Language Models in Controllable Non-Markov Games","created":"2026-06-17","cited_by_count":0,"area":"mllm"},{"id":"2607.07189","title":"Does AI Understand Imaging? A Systematic Benchmark of Agentic AI for Computational Imaging Tasks","created":"2026-07-08","cited_by_count":0,"area":"mllm"}],"next_cursor":null}