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SOTA Legal Question Answering benchmarks and papers with code | Wizwand
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Legal Question Answering
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
LawBench revised (test)
JurisMA
ROUGE-1
44.68
17
3mo ago
JEC-QA
Kimi-K2-thinking
KD Score
69.49
15
4mo ago
AIBE
Legal Assist AI
AIBE Score
60.08
10
2mo ago
Japanese Bar Examination 2024 (Reiwa 6)
Ours
Overall Accuracy
49.35
9
4mo ago
Unified Qualification Exam for Legal Professionals
Chatlaw-MoE
Average Score
115
8
1mo ago
LEXam Public Law (n=12)
ZS (no traces/HUBO)
Accuracy
83.3
8
1mo ago
LEXam Private Law (n=63)
MV (Qwen-35B)
Accuracy
87.3
8
1mo ago
LEXam Interdisciplinary
EP-HUBO (Qwen-35B)
Accuracy
70
8
1mo ago
LEXam Overall
EP-HUBO (Qwen-35B)
Accuracy
71.9
8
1mo ago
MMLU-Pro Law n=1,101 (test)
EP-HUBO (Qwen-35B)
Accuracy
75.7
8
1mo ago
DISC-Law-SFT (test)
LLM-AutoDP
Win Rate
90.07
6
4mo ago
Competition Law Question Bank Case-specific 1.0 (test)
Maat
Average Expert Rating
4.6
5
1mo ago
Competition Law Question Bank Theoretical 1.0 (test)
Claude Sonnet 4.6
Average Expert Rating
3.5
5
1mo ago
Legal Task QA (test)
LEGALMIDM-11B
ROUGE-L
17.74
5
2mo ago
Bar Exam QA
L-MARS
Accuracy
55.9
5
3mo ago
20-question scored set
navindex
Document Bound (Ties/18)
18
3
17d ago
Nepali Supreme Court case law from NKP digital archive 100 expert-annotated queries 1.0 (test)
BM25_Docs
Truthfulness
85
3
1mo ago
LegalSearchQA (50 questions)
L-MARS (Simple)
Accuracy
96
3
3mo ago
Curated Indian Legal Knowledge Base
NyayaAI
Response Accuracy
72
1
2mo ago
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