FactoryBench: Evaluating Industrial Machine Understanding

arXiv:2605.07675 · cs.AI, cs.LG · Submitted 2026-05-08 · Read on arXiv

cs.AI, cs.LG

Submitted: 2026-05-08

Updated: 2026-10-08

Terminology

• Benchmark — 2× in this paper · explained in 2 episodes

Sources

• AURSAD: Universal Robot Screwdriving Anomaly Detection Dataset
• The voraus-AD Dataset for Anomaly Detection in Robot Applications
• Deep Learning for Anomaly Detection: A Survey
• A Time Series is Worth 64 Words: Long-term Forecasting with Transformers
• Chronos: Learning the Language of Time Series
• A decoder-only foundation model for time-series forecasting
• Metastable Distributions of Semi-Markov Processes
• Tool Learning with Foundation Models
• Transformers in Time Series: A Survey
• A Ladder of Causal Distances
• DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models
• Qwen3 Technical Report

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