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Adversarial Robustness in Statute Prediction on Legal Statute Dataset (Adversarial)
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0.4988
ASR
LexGuard
0.496252
0.513451
0.53065
0.547849
May 26, 2026
ASR
CRR
Inv.
F1 Score
Updated 7d ago
Evaluation Results
Method
Method
Links
ASR
CRR
Inv.
F1 Score
LexGuard
Base Model=GPT-5.2
2026.05
0.4988
0.1571
0.2602
55.88
LLM-J&H-Few-shot
Base Model=GPT-5.2, Pr...
2026.05
0.5357
0.0238
0.0735
44.93
LLM-J&H-CoT
Base Model=GPT-5.2, Pr...
2026.05
0.5417
0.01
0.0401
42.09
LLM
Base Model=GPT-5.2
2026.05
0.5625
0.0082
0.0573
40.13
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