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Dataset · Hugging Face

fahadhafeezofficial/agent-failure-bench

AgentFailureBench A synthetic, fully-annotated dataset of multi-step AI-agent tool-use trajectories, built to train and evaluate agent reliability: tool-selection correctness, argument validity, constraint-following, error recovery, and final-answer faithfulness. Dataset summary 12,000 validated records across 5 splits (train, validation, test, hard_evaluation, failure_recovery) 10 task domains: calendar scheduling, database operations, file/document processing… See the full description on the dataset page: https://huggingface.co/datasets/fahadhafeezofficial/agent-failure-bench.

Author / organizationfahadhafeezofficial
License (as declared)cc-by-4.0
Downloads374 (as reported by Hugging Face)
Likes0
Created17 September 2026
Last updated at source18 September 2026
ai-agentstool-useagent-reliabilityfailure-detectionsynthetic
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