open-compass / MMBench-GUILinks
Official repo of "MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents". It can be used to evaluate a GUI agent with a hierarchical manner across multiple platforms, including Windows, Linux, macOS, iOS, Android and Web.
☆95Updated 4 months ago
Alternatives and similar repositories for MMBench-GUI
Users that are interested in MMBench-GUI are comparing it to the libraries listed below
Sorting:
- Official implementation of GUI-R1 : A Generalist R1-Style Vision-Language Action Model For GUI Agents☆211Updated 8 months ago
- The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning" [NeurIPS25]☆174Updated 7 months ago
- MAT: Multi-modal Agent Tuning 🔥 ICLR 2025 (Spotlight)☆81Updated 3 weeks ago
- A Self-Training Framework for Vision-Language Reasoning☆88Updated 11 months ago
- [NeurIPS 2025] The official repository for our paper, "Open Vision Reasoner: Transferring Linguistic Cognitive Behavior for Visual Reason…☆152Updated 3 months ago
- Repository for the paper "InfiGUI-R1: Advancing Multimodal GUI Agents from Reactive Actors to Deliberative Reasoners"☆63Updated last month
- [AAAI-2026] Code for "UI-R1: Enhancing Efficient Action Prediction of GUI Agents by Reinforcement Learning"☆142Updated last month
- [NeurIPS 2025] NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆102Updated 3 months ago
- [ICCV 2025] GUIOdyssey is a comprehensive dataset for training and evaluating cross-app navigation agents. GUIOdyssey consists of 8,834 e…☆142Updated last week
- An Easy-to-use, Scalable and High-performance RLHF Framework designed for Multimodal Models.☆154Updated 3 months ago
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆77Updated last year
- A RLHF Infrastructure for Vision-Language Models☆191Updated last year
- Interleaving Reasoning: Next-Generation Reasoning Systems for AGI☆234Updated 2 months ago
- MMR1: Enhancing Multimodal Reasoning with Variance-Aware Sampling and Open Resources☆211Updated 3 months ago
- MME-CoT: Benchmarking Chain-of-Thought in LMMs for Reasoning Quality, Robustness, and Efficiency☆136Updated 5 months ago
- A Comprehensive Survey on Evaluating Reasoning Capabilities in Multimodal Large Language Models.☆71Updated 9 months ago
- ☆109Updated last year
- [ICLR2025 Oral] ChartMoE: Mixture of Diversely Aligned Expert Connector for Chart Understanding☆94Updated 9 months ago
- [CVPR2025 Highlight] Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models☆232Updated 2 months ago
- Official Implementation of ARPO: End-to-End Policy Optimization for GUI Agents with Experience Replay☆140Updated 7 months ago
- [ArXiv] V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding☆57Updated last year
- Official repo for "PAPO: Perception-Aware Policy Optimization for Multimodal Reasoning"☆110Updated last month
- Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*☆109Updated 7 months ago
- ☆33Updated 4 months ago
- ☆112Updated 3 months ago
- [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…☆120Updated last year
- [NeurIPS 2024] This repo contains evaluation code for the paper "Are We on the Right Way for Evaluating Large Vision-Language Models"☆201Updated last year
- Training VLM agents with multi-turn reinforcement learning☆365Updated last week
- G1: Bootstrapping Perception and Reasoning Abilities of Vision-Language Model via Reinforcement Learning☆94Updated 7 months ago
- ☆87Updated last year