Dataset Viewer
Auto-converted to Parquet Duplicate
benchmark_name
stringclasses
3 values
language
stringclasses
3 values
version
stringclasses
1 value
total_questions
int64
500
500
scoring
dict
judge_modes
listlengths
4
4
recommended_judging
dict
inspired_by
listlengths
4
4
items
listlengths
500
500
PPRC-Bench-AR-JibayAi-500x
ar
1.0.0
500
{"correct":5,"incorrect":0,"blank":0,"near_miss":0,"rule":"لا تُحتسب إلا الإجابة (...TRUNCATED)
[ "exact", "semantic", "list_exact", "order_exact" ]
{"exact":"وحّد المسافات وعلامات الترقيم والأرقام العربية/ا(...TRUNCATED)
[ "ParsiNLU", "PCoQA", "PersianQuAD", "Persian coreference resolution benchmarks" ]
[{"id":"PJC_0001","category":"comprehension","subtype":"single_turn","context":"نركس وضع كت(...TRUNCATED)
PPRC-Bench-EN-JibayAi-500x
en
1.0.0
500
{"correct":5,"incorrect":0,"blank":0,"near_miss":0,"rule":"Only the correct answer scores; wrong, bl(...TRUNCATED)
[ "exact", "semantic", "list_exact", "order_exact" ]
{"exact":"Normalize spaces, punctuation, and Arabic/Persian digits, then compare.","semantic":"Count(...TRUNCATED)
[ "ParsiNLU", "PCoQA", "PersianQuAD", "Persian coreference resolution benchmarks" ]
[{"id":"PJC_0001","category":"comprehension","subtype":"single_turn","context":"Narges placed a book(...TRUNCATED)
PPRC-Bench by jibay.ir
fa
1.0.0
500
{"correct":5,"incorrect":0,"blank":0,"near_miss":0,"rule":"فقط پاسخ درست امتیاز م(...TRUNCATED)
[ "exact", "semantic", "list_exact", "order_exact" ]
{"exact":"normalize spaces, punctuation, Arabic/Persian digits, then compare","semantic":"only count(...TRUNCATED)
[ "ParsiNLU", "PCoQA", "PersianQuAD", "Persian coreference resolution benchmarks" ]
[{"id":"PJC_0001","category":"comprehension","subtype":"single_turn","context":"نرگس کتاب ر(...TRUNCATED)

PRCC-BENCH

Persian Reasoning, Comprehension, Conversation Benchmark

Developed by Jibay Ai

Persian Benchmark for Evaluating Understanding, Reasoning, Question Answering, Information Extraction, Instruction Following and Analysis.


About

PRCC-BENCH is a large-scale Persian benchmark developed by Jibay Ai to evaluate real-world capabilities of language models.

Unlike traditional benchmarks that mainly focus on memorization or factual recall, PRCC-BENCH evaluates whether a model can truly:

  • Understand
  • Reason
  • Answer questions
  • Extract information
  • Follow instructions
  • Analyze complex situations

The benchmark aims to provide a practical and realistic measurement of Persian language intelligence.


Benchmark Information

Property Value
Name PRCC-BENCH
Organization Jibay Ai
Language Persian
Version 1.0.0
Total Questions 500
Scoring +5 Correct
Incorrect 0
Blank 0
Evaluation Exact + Semantic

Evaluation Categories

1. Comprehension

Measures whether a model truly understands language.

Capabilities:

  • Context understanding
  • Event tracking
  • Entity understanding
  • Reference resolution
  • Passage comprehension
  • Multi-step understanding

Examples:

  • Identify actors
  • Understand actions
  • Detect context relationships
  • Interpret meaning

2. Reasoning

Measures logical thinking ability.

Capabilities:

  • Deduction
  • Cause and effect
  • Multi-step reasoning
  • Temporal reasoning
  • Consistency

Examples:

  • Infer hidden conclusions
  • Connect multiple facts
  • Solve contextual tasks

3. Question Answering

Measures:

  • Accuracy
  • Completeness
  • Precision
  • Context awareness

Task types:

  • Direct QA
  • Contextual QA
  • Implicit answers
  • Multi-part questions

4. Information Extraction

Measures:

  • Entity extraction
  • Number extraction
  • Fact retrieval
  • Relationship understanding
  • Context filtering

Examples:

  • Extract important details
  • Ignore irrelevant information

5. Instruction Following

Measures:

  • Obeying requirements
  • Exact formatting
  • Rule execution
  • Constraint handling

Examples:

  • Structured output
  • Following conditions
  • Response discipline

6. Analysis

Measures:

  • Deep understanding
  • Comparison
  • Problem decomposition
  • Conclusion generation

Examples:

  • Analytical reasoning
  • Evidence comparison

Scoring System

Result Score
Correct +5
Incorrect 0
Blank 0
Near Match 0

Rule:

Only fully correct responses receive points.


Judging Modes

Exact Match

Normalization includes:

  • Spaces
  • Persian digits
  • Punctuation

Comparison occurs after normalization.


Semantic Match

Answers are accepted only if meaning remains fully equivalent.


List Exact

All required information must exist.


Order Exact

Required order must remain preserved.


Intended Use Cases

PRCC-BENCH may be used for:

  • AI Evaluation
  • LLM Benchmarking
  • Academic Research
  • Product Testing
  • Regression Testing
  • Persian Model Comparison
  • Quality Assurance

Philosophy

Understanding > Memorization

Reasoning > Pattern Matching

Execution > Generation


License

This project is licensed under:

CC BY-ND

Creative Commons Attribution — No Derivatives

Permission granted:

✅ Use
✅ Evaluate
✅ Publish Results
✅ Compare Models
✅ Share Benchmark

Conditions:

  • Attribution must remain visible.
  • Original benchmark identity must remain unchanged.

Additional Project Policy:

  • Modifying PRCC-BENCH is not authorized for official distribution.
  • Publishing altered versions as official releases is not permitted.
  • Publishing under another benchmark identity is not recognized as an official release.
  • Official upgrades and official benchmark publications are reserved exclusively for Jibay Ai.

Citation

If you use PRCC-BENCH:

PRCC-BENCH (Version 1.0.0)

Developed by Jibay Ai


فارسی

معرفی

PRCC-BENCH یک بنچمارک زبان فارسی توسعه‌یافته توسط Jibay Ai است.

هدف این پروژه ارزیابی توانایی واقعی مدل‌های هوش مصنوعی در انجام وظایف زبانی و تحلیلی است.

این بنچمارک بر موارد زیر تمرکز دارد:

  • درک
  • استدلال
  • سوال و جواب
  • استخراج اطلاعات
  • پیروی از دستورات
  • تحلیل

مشخصات

ویژگی مقدار
نام PRCC-BENCH
توسعه‌دهنده Jibay Ai
زبان فارسی
نسخه 1.0.0
تعداد سوال 500
امتیاز پاسخ صحیح 5
پاسخ غلط 0
ارزیابی دقیق + معنایی

بخش‌های ارزیابی

درک

سنجش توانایی مدل در:

  • فهم متن
  • دنبال کردن رویداد
  • تشخیص ارجاع
  • درک رابطه‌ها

استدلال

بررسی:

  • منطق
  • علت و معلول
  • تحلیل چندمرحله‌ای
  • نتیجه‌گیری

سوال و جواب

ارزیابی:

  • دقت
  • کامل بودن
  • وابستگی به متن

استخراج اطلاعات

بررسی:

  • استخراج موجودیت
  • استخراج عدد
  • تشخیص اطلاعات مهم

پیروی از دستورات

بررسی:

  • رعایت محدودیت
  • اجرای دقیق
  • حفظ ساختار

تحلیل

بررسی:

  • تجزیه مسئله
  • مقایسه
  • استنتاج

سیستم امتیازدهی

پاسخ صحیح: ۵

سایر حالت‌ها: ۰

فقط پاسخ کاملاً صحیح امتیاز دریافت می‌کند.


مجوز

این پروژه تحت مجوز:

CC BY-ND

منتشر شده است.

همه افراد و سازمان‌ها مجاز هستند:

✅ استفاده کنند
✅ ارزیابی انجام دهند
✅ نتایج منتشر کنند
✅ مقایسه انجام دهند

اما:

❌ هیچ شخص یا سازمانی اجازه تغییر یا ارتقاء نسخه رسمی را ندارد.

❌ انتشار نسخه تغییر یافته به عنوان نسخه رسمی مجاز نیست.

❌ انتشار با نام دیگر به عنوان نسخه رسمی مجاز نیست.

✅ حق توسعه نسخه رسمی، ارتقاء و انتشارات رسمی فقط متعلق به Jibay Ai است.


PRCC-BENCH

Version 1.0.0

by jibay.ir

Downloads last month
50

Collection including JibayAi/PRCC-Bench