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Benchmarks
Causal Variable Identification on CLOMO
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89.8
F1 (X)
GPT-5
83.248
84.949
86.65
88.351
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-5
Setting=Decompositiona...
2025.05
89.8
87.6
83.1
89.4
Llama4-M
Setting=Decompositiona...
2025.05
88.8
87
78.6
86
GPT-o4
Setting=Decompositiona...
2025.05
88.1
85.6
81.3
87.9
Llama4-S
Setting=Decompositiona...
2025.05
87.1
85.3
77.2
84.9
DeepSeek
Setting=Decompositiona...
2025.05
86.4
84.2
73.5
80.7
Gemini2.5
Setting=Decompositiona...
2025.05
84.3
82.8
71.2
78.9
Qwen3
Setting=Decompositiona...
2025.05
83.5
81.9
68.9
77.4
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