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Algorithmic Program Execution on FHP Algorithmic Task n=100 (test)
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100
Accuracy
Gemini-3.1-Pro
46.544
60.422
74.3
88.178
Oct 16, 2025
Accuracy
Updated 23d ago
Evaluation Results
Method
Method
Links
Accuracy
Gemini-3.1-Pro
Protocol=LLM-PV, Tools...
2025.10
100
GPT-5-Thinking
Protocol=LLM-PV, Tools...
2025.10
100
GPT-5-Thinking
Protocol=ICL, Tools=wi...
2025.10
88
Genetic Algorithm
2025.10
52.5
Llama-3.2-1B
Protocol=FT
2025.10
51.3
Qwen3-1.7B
Protocol=FT
2025.10
50.7
Qwen3-1.7B
Protocol=SGD
2025.10
50.6
TabPFN
2025.10
50.5
DeepSeek-Coder-1.3B
Protocol=SGD
2025.10
50.5
DeepSeek-Coder-1.3B
Protocol=FT
2025.10
50.2
XGBoost
2025.10
50
SVM
2025.10
49.9
Random Forest
2025.10
49.7
Llama-3.2-1B
Protocol=SGD
2025.10
48.6
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