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Benchmarks
Causal Variable Identification on HumanEval Exe
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71.4
F1 (X)
GPT-o4
59.128
62.314
65.5
68.686
May 17, 2025
F1 (X)
F1 (Z)
F1 (M)
F1 (Y)
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 (X)
F1 (Z)
F1 (M)
F1 (Y)
GPT-o4
Setting=Decompositiona...
2025.05
71.4
69.2
66
70.3
GPT-5
Setting=Decompositiona...
2025.05
69.3
66.9
63.2
67.4
Llama4-M
Setting=Decompositiona...
2025.05
68.9
66.7
63
67.5
Llama4-S
Setting=Decompositiona...
2025.05
67.8
65.7
61.9
66.3
Qwen3
Setting=Decompositiona...
2025.05
63.7
61.9
51.9
59.7
DeepSeek
Setting=Decompositiona...
2025.05
62.1
59.8
53.6
60.5
Gemini2.5
Setting=Decompositiona...
2025.05
59.6
57.3
49.7
57
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