datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
WorkflowPerturb
WorkflowPerturb — Dataset Artifact
Companion data for the EMNLP 2026 Industry Track paper
“WorkflowPerturb: Calibrated Stress Tests for Evaluating Multi-Agent Workflow Metrics.”
Canonical location: https://huggingface.co/datasets/microsoft/WorkflowPerturbPaper: https://arxiv.org/abs/2602.17990
This release is the complete WorkflowPerturb benchmark plus documentation. It is
self-contained: the CSVs carry every golden workflow, every perturbed variant, and all
shipped pre-computed… See the full description on the dataset page: https://huggingface.co/datasets/microsoft/WorkflowPerturb.dxap-research-workflow-excerpts
DXAP historical workflow excerpts and selection aggregates
Three detailed historical case studies: 29 parent/reconciliation event rows, 18 sanitized tool-request/response projections, five starting-state records, two research-child event records and nine proposed scenario questions. It also includes the complete 15-row selection-rank table already published with arXiv:2609.05663v1. These are different views of the same selected material, not independent sample counts to add… See the full description on the dataset page: https://huggingface.co/datasets/DXRG/dxap-research-workflow-excerpts.ecommerce-retail-product-matching-workflow-dataset
Ecommerce Retail Product Matching Workflow Dataset
This dataset is a public-facing sanitized workflow preview for managed ecommerce and retail product matching. It shows how candidate retrieval, UPC/model/brand/title/image evidence, customer-visible URL validation, confidence bands, review buckets, and rejection reasons can be structured for pricing intelligence, merchandising, data engineering, and AI-assisted product matching workflows.
Use this dataset to evaluate product… See the full description on the dataset page: https://huggingface.co/datasets/Octoparse/ecommerce-retail-product-matching-workflow-dataset.dino-data-workflow-routing-preview
Dino Data Workflow Routing Preview
What This Dataset Is
This dataset is a focused workflow-routing preview built from six Dino Data capability slices:
connector intent detection
connector action mapping
deeplink action mapping
document export specification
zip packaging specification
deeplink intent detection
The goal is to train or inspect assistant behavior around workflow-aware task handling:
detecting when a request should route into an action or product workflow… See the full description on the dataset page: https://huggingface.co/datasets/DinoDS/dino-data-workflow-routing-preview.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.Data_Analysis_Workflow_20240610_100454Data_Analysis_Workflow_20240509_134737Data_Analysis_Workflow_20240425_111154Data_Analysis_Workflow_20240509_121811Data_Analysis_Workflow_20240504_054612Data_Analysis_Workflow_20240503_224446Data_Analysis_Workflow_20240503_195731Data_Analysis_Workflow_20240504_054711Data_Analysis_Workflow_20240504_061548Text2SQL_Workflow_Trace
Text2SQL Workflow Trace
Dataset Description
This dataset contains workflow traces for Text-to-SQL tasks, capturing the intermediate steps of translating natural language queries to executable SQL. It was used as input trace for the research presented in the paper:"HEXGEN-TEXT2SQL: Optimizing LLM Inference Request Scheduling for Agentic Text-to-SQL Workflow" (arXiv:2505.05286).
The end-to-end Text-to-SQL queries collected in the dataset are from BIRD bench, and the trace… See the full description on the dataset page: https://huggingface.co/datasets/fredpeng/Text2SQL_Workflow_Trace.algozee_workflow-operations-performance-dataset
Workflow Operations Performance Dataset
Task-Level Records for Process Efficiency and Operational Analysis
Dataset Info
Source: Kaggle
Original Size: 0.07 MB
Kaggle Downloads: 415
Files: 1
Files
AI_Workflow_Optimization_Dataset_2500_Rows_v1.csv
Mirrored from Kaggle
Data_Analysis_Workflow_20240424_173553Data_Analysis_Workflow_20240503_223029Data_Analysis_Workflow_20240504_052456Data_Analysis_Workflow_20240612_123344Data_Analysis_Workflow_20240503_195700Data_Analysis_Workflow_20240504_061847Data_Analysis_Workflow_20240610_091620workflow-failure-triage
Workflow Failure Issue Triage
This dataset contains CI/CD workflow failure issues for the past month. This README serves as the auto-generated summary report.
Executive Summary
Reporting period: Mar 03, 2025 – Apr 01, 2025 — 30 issues logged; 25 valid issues analyzed (Mar 03, 2025 – Mar 31, 2025).
Excluded: 5 issues (3 closed, 2 duplicates) removed from analysis.
Top root cause: Test Timeout (6 issues, 24% of valid), followed by Build Failure and Deployment… See the full description on the dataset page: https://huggingface.co/datasets/toolathon123/workflow-failure-triage.Data_Analysis_Workflow_20240429_065730Data_Analysis_Workflow_20240509_164435Data_Analysis_Workflow_20240422_074629Data_Analysis_Workflow_20240610_102312Data_Analysis_Workflow_20240504_064053Data_Analysis_Workflow_20240503_195322