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ResearchFormerly WizWand

GUI Localization on GUIZoom-Bench hard-est

27.2Localization Accuracy (%)Qwen3-VL-32B
-0.366.79513.9521.105Dec 5, 2025
Updated 8mo ago

Evaluation results

MethodLinks
Qwen3-VL-32BZoom Depth=d22025.1227.2
Qwen3-VL-32BZoom Depth=d32025.1225.5
Qwen3-VL-32BZoom Depth=d42025.1225.5
Qwen3-VL-8BZoom Depth=d22025.1219.9
Qwen3-VL-8BZoom Depth=d32025.1218.8
Qwen3-VL-8BZoom Depth=d42025.1218.2
UI-Venus-7BZoom Depth=d42025.1216.2
UI-Venus-7BZoom Depth=d32025.1216
UI-Venus-7BZoom Depth=d22025.1214.6
UI-TARS-7BZoom Depth=d42025.1212.9
UI-TARS-1.5-7BZoom Depth=d22025.1212
UI-TARS-7BZoom Depth=d32025.1211.8
UI-TARS-1.5-7BZoom Depth=d32025.1211.2
UI-TARS-1.5-7BZoom Depth=d42025.1210.4
Qwen3-VL-32BZoom Depth=d12025.1210.1
Qwen2.5-VL-7BZoom Depth=d42025.129.5
Qwen2.5-VL-7BZoom Depth=d32025.129
UI-Venus-7BZoom Depth=d12025.128.7
UI-TARS-7BZoom Depth=d22025.128.4
Qwen3-VL-8BZoom Depth=d12025.128.1
Qwen2.5-VL-7BZoom Depth=d22025.128.1
Claude-4.5-SonnetZoom Depth=d12025.126.7
UI-TARS-1.5-7BZoom Depth=d12025.126.5
UI-TARS-7BZoom Depth=d12025.126.2
GPT-5Zoom Depth=d32025.124.8
GPT-5Zoom Depth=d42025.124.2
Qwen2.5-VL-7BZoom Depth=d12025.123.1
GPT-5Zoom Depth=d22025.122.8
GPT-5Zoom Depth=d12025.120.7