SOTA GUI Grounding on MMBench-GUI-L2 and PapersWithCode

86.7Accuracy

GUI-SD

Updated 1mo ago

Evaluation Results

Method	Links
GUI-SD 2026.05		86.7
Step-GUI-8B 2025.12		85.6
SeedVL-1.5 2025.12		84.4
Qwen3-VL-Instruct + GRPO-Binary 2026.05		84.3
Step-GUI-4B 2025.12		84
Qwen3-VL-Instruct + GRPO-Gaussian 2026.05		83.7
Qwen3-VL-Instruct + GRPO-Distance 2026.05		83.3
UI-Ins-7B 2026.05		83.1
GUI-Owl-32B 2025.12		83
Qwen3-VL-Instruct 2026.05		83
GUI-Owl-7B 2025.12		80.5
Qwen3-VL-8B 2026.04		80.1
Qwen3-30B-A3B-Instruct 2025.12		79.7
HyperClick-7B 2026.05		79.6
Ours (Qwen3-VL-8B) 2026.04		78.4
Propose-then-Critic-8B 2026.05		78.4
Qwen3-VL-4B 2026.04		77.4
UI-TARS-72B-DPO 2025.12		74.2
ZoomUI-7B 2026.05		72.8
Ours (UI-Tars1.5) 2026.04		68.9
UGround-V1-7B 2026.04		65.6
UI-TARS-1.5-7B 2025.12		64.3
UI-TARS-1.5-7B 2026.04		64.3
GRPO w. Two. 2025.11		60.6
GRPO w. Max. 2025.11		58.2
GRPO w. Min. 2025.11		58
GRPO w. Two. 2025.11		57.4
GRPO 2025.11		57
GRPO w. Min. 2025.11		55.6
GRPO w. Max. 2025.11		54.6
GRPO 2025.11		53.8
GRPO w. Min. 2025.11		51
GRPO w. Two. 2025.11		49
GRPO w. Max. 2025.11		48.8
Qwen3-VL-2B 2026.04		48.1
GRPO 2025.11		46.4
Base Model 2025.11		45
Qwen2.5-VL-72B 2025.12		41.8
OS-Atlas-Base-7B 2026.04		41.4
Qwen2.5-VL-7B 2026.04		33.8
Qwen2.5-VL-3B 2026.04		21.2
Claude-3.7 Sonnet 2026.04		4.66
GPT-4o 2026.04		2.87