Execution traces from multi-agent systems (MAS), annotated with the Multi-Agent Systems
Failure Taxonomy (MAST). Each record gives the MAS, the LLM behind it, the benchmark task,
the full trace, and binary annotations for the 14 MAST failure modes.
Code:
https://github.com/multi-agent-systems-failure-taxonomy/MAST
1642 traces · 7 MAS frameworks · 8 benchmarks · 5 LLMs.
MAD_full_dataset.json
1642… See the full description on the dataset page:
https://huggingface.co/datasets/Manas1204/MAST-Data.