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Benchmarks
Islamic Inheritance Reasoning on MAWARITH 500-case (test)
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97.1
Sh (Heirs and Blocking)
QU-NLP (Multi-Stage QLoRA)
56.852
67.301
77.75
88.199
Mar 29, 2026
Sh (Heirs and Blocking)
Ss (Share Assignment)
Sa (Adjustment Detection)
MIR-E
Updated 1mo ago
Evaluation Results
Method
Method
Links
Sh (Heirs and Blocking)
Ss (Share Assignment)
Sa (Adjustment Detection)
MIR-E
QU-NLP (Multi-Stage QLoRA)
Post-processing=Basic,...
2026.03
97.1
94.3
84.6
90
Gemini-2.5-flash
Setting=Zero-shot, Rol...
2026.03
94.5
92.9
89.4
90.1
GPT-OSS-120B
Setting=Zero-shot, Pro...
2026.03
69.3
32.7
27.1
39.1
Qwen3-32B
Setting=Zero-shot, Pro...
2026.03
69
44.6
26.5
43.7
LLaMA-3.3-70B
Setting=Zero-shot, Pro...
2026.03
64.8
40.3
21.5
39
Fanar-Sadiq
Setting=Zero-shot, Pro...
2026.03
62.1
36.7
20.4
36.8
Fanar-C-2-27B
Setting=Zero-shot, Pro...
2026.03
58.4
31.4
17.8
32.8
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