Dataset · Hugging Face

winzheng-Lab/wdcd

Name: wdcd
Creator: winzheng-Lab
License: cc-by-nc-4.0
Keywords: task_categories:text-generation, task_categories:question-answering, language:zh, language:en, language:ja, license:cc-by-nc-4.0, size_categories:n<1K, region:us, benchmark, evaluation, llm-evaluation, multi-turn, constraint-adherence, instruction-following, hallucination

WDCD: Winzheng Dynamic Contextual Decay Benchmark The first systematic benchmark measuring whether LLMs maintain user-defined operational constraints across multi-turn conversations under social-engineering pressure. Live Leaderboard https://www.winzheng.com/en/yz-index/dcd Public API https://www.winzheng.com/yz-index/api/v1/dcd Methodology https://www.winzheng.com/yz-index/dcd/methodology License CC BY-NC 4.0 Paper Coming soon (arXiv preprint)… See the full description on the dataset page: https://huggingface.co/datasets/winzheng-Lab/wdcd.

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Author / organization	winzheng-Lab
License (as declared)	cc-by-nc-4.0
Downloads	153 (as reported by Hugging Face)
Likes	0
Created	16 May 2026
Last updated at source	11 October 2026

benchmarkevaluationllm-evaluationmulti-turnconstraint-adherenceinstruction-followinghallucinationsafetyenterprise-aiinstruction-decayai-safetysocial-engineeringinstruction-compliancerule-based-scoring

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