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+ ---
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+ language:
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+ - zh
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+ - en
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+ license: apache-2.0
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+ task_categories:
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+ - text-generation
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+ - question-answering
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+ tags:
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+ - benchmark
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+ - code
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+ - sap
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+ - abap
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+ - s4hana
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+ - enterprise-software
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+ - llm-evaluation
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+ pretty_name: ABAP-Bench
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+ size_categories:
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+ - n<1K
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+ ---
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+
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+ # ABAP-Bench
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+
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+ A comprehensive benchmark for evaluating Large Language Model understanding of SAP ABAP programming, S/4HANA modernization, and enterprise software engineering.
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+
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+ ## Overview
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+
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+ | Property | Value |
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+ |----------|-------|
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+ | Tasks | 60 |
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+ | Dimensions | 9 |
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+ | Max raw score | 1200 (normalized to 100) |
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+ | Scoring layers | 4 (Rubric + Quality + Semantic + LLM-as-Judge) |
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+ | Language | Chinese (primary), English (partial), ABAP |
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+ | License | Apache-2.0 |
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+
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+ ## Dimensions
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+
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+ 1. **Code Migration** (6 tasks) — ECC → S/4HANA API replacement
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+ 2. **Defect Discovery** (6 tasks) — Finding hidden bugs in ABAP code
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+ 3. **Code Rewriting** (6 tasks) — Modernizing legacy ABAP
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+ 4. **China Compliance** (6 tasks) — Golden Tax, PIPL, payroll regulations
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+ 5. **Migration Risk** (6 tasks) — Change impact and dependency analysis
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+ 6. **Security & Auth** (6 tasks) — Authorization, injection, transport security
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+ 7. **S/4HANA Architecture** (6 tasks) — ACDOCA, CDS views, FI-CO integration
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+ 8. **Performance Engineering** (6 tasks) — SELECT optimization, HANA features
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+ 9. **Modern Ecosystem** (12 tasks) — Clean Core, testing, Fiori, workflow, IDoc
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+
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+ ## Usage
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+
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+ ```python
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+ import json
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+
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+ # Load tasks
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+ tasks = []
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+ with open("data/tasks.jsonl") as f:
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+ for line in f:
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+ tasks.append(json.loads(line))
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+
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+ # Each task has: task_id, title, dimension, max_score, prompt_template
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+ print(tasks[0]["prompt_template"])
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+ ```
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+
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+ ## Evaluation
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+
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+ ```bash
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+ pip install -e .
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+ python -m src.evaluate_v2 --task T01 --response "your model output" --breakdown
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+ ```
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+
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+ ## Citation
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+
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+ ```bibtex
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+ @misc{abapbench2026,
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+ title={ABAP-Bench: A Benchmark for Evaluating LLM Understanding of SAP ABAP and S/4HANA Modernization},
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+ author={ABAP-Bench Contributors},
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+ year={2026},
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+ version={4.0},
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+ howpublished={\url{https://github.com/abap-bench/abap-bench}},
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+ }
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+ ```