{"total":17,"rows":[{"id":"2401.13919","title":"WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models","created":"2024-01-25","cited_by_count":438,"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":"2403.17830","title":"Assessment of Multimodal Large Language Models in Alignment with Human Values","created":"2024-03-26","cited_by_count":36,"area":"mllm"},{"id":"2411.02537","title":"INQUIRE: A Natural World Text-to-Image Retrieval Benchmark","created":"2024-11-04","cited_by_count":33,"area":"mllm"},{"id":"2504.21561","title":"Iterative Tool Usage Exploration for Multimodal Agents via Step-wise Preference Tuning","created":"2025-04-30","cited_by_count":19,"area":"mllm"},{"id":"2408.16176","title":"VLM4Bio: A Benchmark Dataset to Evaluate Pretrained Vision-Language Models for Trait Discovery from Biological Images","created":"2024-08-28","cited_by_count":10,"area":"mllm"},{"id":"2603.18472","title":"Cognitive Mismatch in Multimodal Large Language Models for Discrete Symbol Understanding","created":"2026-03-19","cited_by_count":7,"area":"mllm"},{"id":"2512.18563","title":"OpenView: Empowering MLLMs with Out-of-view VQA","created":"2025-12-21","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":"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":"2504.10158","title":"COUNTS: Benchmarking Object Detectors and Multimodal Large Language Models under Distribution Shifts","created":"2025-04-14","cited_by_count":1,"area":"mllm"},{"id":"2604.11307","title":"PaperScope: A Multi-Modal Multi-Document Benchmark for Agentic Deep Research Across Massive Scientific Papers","created":"2026-04-13","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":"2604.17475","title":"Waking Up Blind: Cold-Start Optimization of Supervision-Free Agentic Trajectories for Grounded Visual Perception","created":"2026-04-19","cited_by_count":0,"area":"mllm"},{"id":"2605.20306","title":"WildRoadBench: A Wild Aerial Road-Damage Grounding Benchmark for Vision-Language Models and Autonomous Agents","created":"2026-05-19","cited_by_count":0,"area":"mllm"},{"id":"2606.31392","title":"ReGRPO: Reflection-Augmented Policy Optimization for Tool-Using Agents","created":"2026-06-30","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}