Natural Language Visual Grounding on ScreenSpot

Metric: Accuracy (%) (higher is better)

LeaderboardDataset

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#	Model↕	Accuracy (%)▼	Extra Data	Paper	Date↕	Code
1	UGround-V1-7B	86.34	No	Navigating the Digital World as Humans Do: Unive...	2024-10-07	Code
2	Aguvis-7B	83	No	Aguvis: Unified Pure Vision Agents for Autonomou...	2024-12-05	Code
3	OS-Atlas-Base-7B	82.47	No	OS-ATLAS: A Foundation Action Model for Generali...	2024-10-30	Code
4	Aria-UI	81.1	No	Aria-UI: Visual Grounding for GUI Instructions	2024-12-20	Code
5	Aguvis-G-7B	81	No	Aguvis: Unified Pure Vision Agents for Autonomou...	2024-12-05	Code
6	UGround-V1-2B	77.67	No	Navigating the Digital World as Humans Do: Unive...	2024-10-07	Code
7	ShowUI	75.1	No	ShowUI: One Vision-Language-Action Model for GUI...	2024-11-26	Code
8	ShowUI-G	75	No	ShowUI: One Vision-Language-Action Model for GUI...	2024-11-26	Code
9	UGround	73.3	No	Navigating the Digital World as Humans Do: Unive...	2024-10-07	Code
10	OmniParser	73	No	OmniParser for Pure Vision Based GUI Agent	2024-08-01	Code
11	OS-Atlas-Base-4B	68	No	OS-ATLAS: A Foundation Action Model for Generali...	2024-10-30	Code
12	SeeClick	53.4	No	SeeClick: Harnessing GUI Grounding for Advanced ...	2024-01-17	Code
13	CogAgent	47.4	No	CogAgent: A Visual Language Model for GUI Agents	2023-12-14	Code
14	Qwen2-VL-7B	42.1	No	Qwen2-VL: Enhancing Vision-Language Model's Perc...	2024-09-18	Code
15	Qwen-GUI	28.6	No	GUICourse: From General Vision Language Models t...	2024-06-17	Code
16	MiniGPT-v2	5.7	No	MiniGPT-v2: large language model as a unified in...	2023-10-14	Code
17	Groma	5.2	No	Groma: Localized Visual Tokenization for Groundi...	2024-04-19	Code
18	Qwen-VL	5.2	No	Qwen-VL: A Versatile Vision-Language Model for U...	2023-08-24	Code