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Benchmarks
Algorithmic Recourse on Australian Credit
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100
Validity
DiCE
78.16
83.83
89.5
95.17
May 29, 2026
Validity
Average Cost
Updated 2d ago
Evaluation Results
Method
Method
Links
Validity
Average Cost
DiCE
Model=MLP
2026.05
100
8.96
FACE
Model=Linear Model
2026.05
100
6.18
ASR-ICL
Model=TabPFN-2.5, Cont...
2026.05
100
3.83
ASR-ICL
Model=TabICL, Context...
2026.05
100
4.47
ASR-ICL
Model=LLaMA-3.2-3B, Co...
2026.05
100
2.99
ASR-ICL
Model=GPT-4o, Context...
2026.05
99
4.75
ASR-ICL
Model=Qwen3-8B, Contex...
2026.05
87
2.94
AR
Model=Linear Model
2026.05
82
1.76
ASR-ICL
Model=LLaMA-3.1-8B, Co...
2026.05
80
2.96
ASR-ICL
Model=Qwen3-4B-Instruc...
2026.05
79
3.01
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