faultarena/FaultArena
FaultArena FaultArena is a benchmark for evaluating language-model agents on state-dependent, long-horizon industrial machine tool fault diagnosis. The benchmark contains structured diagnostic cases, standardized diagnostic tools, safety constraints, machine-state transitions, and DAG-based trajectory annotations. This repository is prepared as an anonymous review release. Replace anonymous placeholders, hosting URLs, citation metadata, and the final license before public… See the full description on the dataset page: https://huggingface.co/datasets/faultarena/FaultArena.
| Author / organization | faultarena |
|---|---|
| License (as declared) | other |
| Downloads | 145 (as reported by Hugging Face) |
| Likes | 0 |
| Created | 6 May 2026 |
| Last updated at source | 6 May 2026 |
Recent changes
- 16 Oct 2026 Description: FaultArena FaultArena is a benchmark for evaluating language-model agents on state-dependent, long-horizon industrial machine tool fault diagnosis. The benchmark contains structured diagnostic cases, standardized diagnostic tools, safety co → FaultArena FaultArena is a benchmark for evaluating language-model agents on state-dependent, long-horizon industrial machine tool fault diagnosis. The benchmark contains structured diagnostic cases, standardized diagnostic tools, safety co
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