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Benchmarks
Average Execution Time for Long-Horizon Composite Skills on OSExpert-Eval
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18
Execution Time (GIMP)
Human Expert
-31.68
303.66
639
974.34
Mar 9, 2026
Execution Time (GIMP)
Execution Time (LibreOffice)
Updated 4mo ago
Evaluation Results
Method
Method
Links
Execution Time (GIMP)
Execution Time (LibreOffice)
Human Expert
Agent Type=Human Agent
2026.03
18
25
OSExpert (Explore w/ Qwen-3-VL-8B)
Agent Type=Agentic Fra...
2026.03
32
29
OSExpert (Exploration w/ GPT-5 & UI-TARS)
Agent Type=Agentic Fra...
2026.03
34
27
OSExpert (Explore w/ Qwen-3-VL-8B, wo/ Fast Planner)
Agent Type=Agentic Fra...
2026.03
46
31
OSExpert (Explore w/ Qwen-3-VL-8B, wo/ Boundary Check)
Agent Type=Agentic Fra...
2026.03
84
91
Qwen-3-VL-8B
Agent Type=General Model
2026.03
139
136
OpenCUA-7B
Agent Type=Specialized...
2026.03
169
193
Computer-Use-Preview
Agent Type=Specialized...
2026.03
252
240
Agent-S3 w/ GPT-5
Agent Type=Agentic Fra...
2026.03
998
1,231
CoAct-1
Agent Type=Agentic Fra...
2026.03
1,260
1,104
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