Dataset · Hugging Face

ArtificialAnalysis/ITBench-AA

Name: ITBench-AA
Creator: ArtificialAnalysis
License: cc-by-4.0
Keywords: task_categories:question-answering, language:en, license:cc-by-4.0, size_categories:n<1K, format:json, modality:text, library:datasets, library:pandas, library:polars, library:mlcroissant, region:us, sre, kubernetes, root-cause-analysis, agents

ITBench-AA Artificial Analysis' release of the public scenarios from IBM's ITBench benchmark, used for the ITBench-AA leaderboard. This repo currently contains the SRE subset (sre config). Each row is a Kubernetes incident scenario with its expected contributing-factor entities. An agent under evaluation is given access to an offline snapshot of the affected cluster (alerts, events, traces, topology) and must identify the entity (Deployment, Pod, ConfigMap, etc.) responsible for… See the full description on the dataset page: https://huggingface.co/datasets/ArtificialAnalysis/ITBench-AA.

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Author / organization	ArtificialAnalysis
License (as declared)	cc-by-4.0
Downloads	3.3K (as reported by Hugging Face)
Likes	47
Created	15 May 2026
Last updated at source	27 May 2026

srekubernetesroot-cause-analysisagentsit-operations

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