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Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.

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01anonymoususerabcdedg /Unified_Agent_Evaluation_Framework0 likes408 downloads5mo agoHugging Face02CaiZhiTech /Evaluation-Dataset-of-AI-Agent-Security-Guardrails DKnownAI Agent Security Evaluation Dataset Data Fields Field Type Description text string The adversarial input (prompt) to be evaluated by a security guardrail action string Human-annotated label: blocked or allowed Citation @misc{li2026comparativeevaluationaiagent, title={A Comparative Evaluation of AI Agent Security Guardrails}, author={Qi Li and Jiu Li and Pingtao Wei and Jianjun Xu and Xueyi Wei and Jiwei Shi and Xuan… See the full description on the dataset page: https://huggingface.co/datasets/CaiZhiTech/Evaluation-Dataset-of-AI-Agent-Security-Guardrails.texttext-classification1K<n<10K1 likes106 downloads5mo agoHugging Face03nwhite-systems /responsible-agent-workflow-evaluation Responsible Agent Workflow Evaluation Version 1.0.0 contains 130 wholly synthetic scenarios for evaluating whether an AI agent respects safety, permission and accountability boundaries in operational settings. Thirteen categories contain ten scenarios each. Every record includes an intentionally unsafe request, contextual facts, expected safe behaviour, explicitly prohibited behaviour, severity, evaluation criteria and reviewer guidance. This is a red-team and… See the full description on the dataset page: https://huggingface.co/datasets/nwhite-systems/responsible-agent-workflow-evaluation.textn<1K1 likes87 downloads2mo agoHugging Face04heroding77 /gui_agent_evaluation1 likes62 downloads9mo agoHugging Face05aiagentkarl /agent-evaluation-benchmark Agent Evaluation Benchmark A benchmark dataset for evaluating AI agent tool-use capabilities across 55+ test cases spanning 14 categories. Overview This benchmark tests whether AI agents can correctly select and use the right MCP tools for real-world tasks. It covers data retrieval, blockchain queries, security analysis, academic research, and more. Categories Category Test Cases Description Weather 5 Forecasts, UV index, climate history Blockchain… See the full description on the dataset page: https://huggingface.co/datasets/aiagentkarl/agent-evaluation-benchmark.texttext-generationn<1K0 likes55 downloads6mo agoHugging Face06sydv /sleeper-agent-evaluation-datatext10K<n<100K0 likes27 downloads2y agoHugging Face

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