conftrace_

multimodal agent

16 papers

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large language model (13587) vision-language model (2348) benchmark evaluation (1556) agent system (324) multimodal learning (4645) autonomous agent (168) multimodal large language model (966) multi-agent system (1819) multi-modal agent (4) computer environment (1)

Papers

ChartAgent: A Multimodal Agent for Visually Grounded Reasoning in Complex Chart Question Answering ACL 2026
DashboardQA: Benchmarking Multimodal Agents for Question Answering on Interactive Dashboards EACL 2026
Towards Rationality in Language and Multimodal Agents: A Survey NAACL 2025
PresentAgent: Multimodal Agent for Presentation Video Generation EMNLP 2025
Agent-RewardBench: Towards a Unified Benchmark for Reward Modeling across Perception, Planning, and Safety in Real-World Multimodal Agents ACL 2025
MMInA: Benchmarking Multihop Multimodal Internet Agents ACL 2025
MMAT-1M: A Large Reasoning Dataset for Multimodal Agent Tuning ICCV 2025
Mirror in the Model: Ad Banner Image Generation via Reflective Multi-LLM and Multi-modal Agents EMNLP 2025
GUIOdyssey: A Comprehensive Dataset for Cross-App GUI Navigation on Mobile Devices ICCV 2025
CollEX – A Multimodal Agentic RAG System Enabling Interactive Exploration of Scientific Collections ACL 2025
Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon Tasks NIPS 2024
OmAgent: A Multi-modal Agent Framework for Complex Video Understanding with Task Divide-and-Conquer EMNLP 2024
i-Code Studio: A Configurable and Composable Framework for Integrative AI EMNLP 2024
OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments NIPS 2024
Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows? NIPS 2024
VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks ACL 2024