Datasets › BBAI Dataset
BBAI Dataset (Black-box Agent Integration)
This dataset is for evaluating the task of Black-box Multi-agent Integration which focuses on combining the capabilities of multiple black-box conversational agents at scale. It provides data to explore two main frameworks of exploration: question agent pairing and question response pairing.
Overall this dataset contains 5550 utterances with 19 question-response pairs per question (one from each of the 19 agents), 105,450 in total across 37 domains. The utterances are split into 3700 utterances (100 examples per domain) for the training set and 1850 (50 per domain) for the test set. The train and test sets respectively contain 2399 and 1186 utterances with at least one positive question-response pair. In the remaining examples, none of the agents were able to achieve annotator agreement (>= 3).
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Multi-agent Integration | BBAI Dataset | MARS Encoder P@1 83.55 | One Agent To Rule Them All: Towards Multi-agent Conversational AI | ChrisIsKing/black-box-multi-agent-integation | 1 | Compare |
Papers archive 2025-07-28
1 shown of 1 paper with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 1. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| One Agent To Rule Them All: Towards Multi-agent Conversational AI | 1 | 1 | 15 Mar 2022 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
CC BY
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- BBAI Dataset
1 variant name, as the archive lists them.
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