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SOTA
Natural Language Visual Grounding
Natural Language Visual Grounding On
Natural Language Visual Grounding On
Métriques
Accuracy (%)
Résultats
Résultats de performance de divers modèles sur ce benchmark
Columns
Nom du modèle
Accuracy (%)
Paper Title
Repository
OS-Atlas-Base-7B
82.47
OS-ATLAS: A Foundation Action Model for Generalist GUI Agents
Aguvis-7B
83.0
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
-
Qwen-GUI
28.6
GUICourse: From General Vision Language Models to Versatile GUI Agents
UGround
73.3
Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents
OS-Atlas-Base-4B
68.0
OS-ATLAS: A Foundation Action Model for Generalist GUI Agents
ShowUI
75.1
ShowUI: One Vision-Language-Action Model for GUI Visual Agent
UGround-V1-7B
86.34
Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents
Groma
5.2
Groma: Localized Visual Tokenization for Grounding Multimodal Large Language Models
ShowUI-G
75.0
ShowUI: One Vision-Language-Action Model for GUI Visual Agent
MiniGPT-v2
5.7
MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning
Aria-UI
81.1
Aria-UI: Visual Grounding for GUI Instructions
-
Qwen2-VL-7B
42.1
Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution
OmniParser
73.0
OmniParser for Pure Vision Based GUI Agent
UGround-V1-2B
77.67
Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents
Qwen-VL
5.2
Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond
SeeClick
53.4
SeeClick: Harnessing GUI Grounding for Advanced Visual GUI Agents
Aguvis-G-7B
81.0
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
-
CogAgent
47.4
CogAgent: A Visual Language Model for GUI Agents
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