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Benchmarks
Action Prediction on ScreenSpot (Web)
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70.4
Success Rate (Text Actions)
CogAgent
0.824
18.887
36.95
55.013
May 8, 2026
Success Rate (Text Actions)
Success Rate (Icon/Widget Actions)
Updated 22d ago
Evaluation Results
Method
Method
Links
Success Rate (Text Actions)
Success Rate (Icon/Widget Actions)
CogAgent
Model Size=18B
2026.05
70.4
28.6
Skill-CMIB
2026.05
60
49.5
SeeClick
Model Size=9.6B
2026.05
55.7
32.5
Qwen2.5-VL-7B-Inst.
Model Size=7B
2026.05
51.7
46.6
Fuyu
Model Size=8B
2026.05
33.9
4.4
GPT-4V
2026.05
9.2
8.8
MiniGPT-v2
Model Size=7B
2026.05
6.5
3.4
Qwen-VL
Model Size=9.6B
2026.05
3.5
2.4
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