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Benchmarks
Multimodal app-use reasoning on AppWorld
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0.05
Cost
Student (ZS)
0.012
0.2685
0.525
0.7815
Dec 2, 2025
Cost
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Cost
Accuracy
Student (ZS)
Model=Llama-3.3-70B, Z...
2025.12
0.05
11
Student (ZS)
Model=GPT-4.1-mini, Ze...
2025.12
0.09
28
Student (IC)
Model=Llama-3.3-70B, I...
2025.12
0.1
32
Student (IC)
Model=GPT-4.1-mini, In...
2025.12
0.15
55
Student (IC+Cascade)
Model=Llama-3.3-70B, I...
2025.12
0.19
44
Student (IC+Cascade)
Model=GPT-4.1-mini, In...
2025.12
0.29
66
Teacher
Model=Sonnet 4.5
2025.12
1
83
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