Datasets › MMConv
MMConv
The main goal of the data collection is to acquire highly natural conversations that cover a wide variety of styles and scenarios. In total, the presented corpus consists of five domains: Food, Hotel, Nightlife, Shopping mall and Sightseeing. Controlled by our various task settings, the collected dialogues cover between one to four domains per dialogue, and are thus of greatly varying length and complexity. There are 808 single-task dialogues that contains a single venue target and 4, 298 multi-task dialogues consisting of at least two to four venue targets. These different venues vary in domains most of the times.
Benchmarks archive 2025-07-28
All 2 leaderboards 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 | ||||
|---|---|---|---|---|---|---|
| Dialogue State Tracking | MMConv | PaCE Categorical Accuracy 92.2 | PaCE: Unified Multi-modal Dialogue Pre-training with... | AlibabaResearch/DAMO-ConvAI | 2 | Compare |
| Response Generation | MMConv | PaCE BLEU 22 | PaCE: Unified Multi-modal Dialogue Pre-training with... | AlibabaResearch/DAMO-ConvAI | 2 | Compare |
Papers archive 2025-07-28
3 shown of 3 papers 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 3. 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 | |||
|---|---|---|---|---|
| PaCE: Unified Multi-modal Dialogue Pre-training with Progressive and Compositional Experts | 1 | 2 | 24 May 2023 | ran 0 of 1 samples (1 unverified) |
| MConv: An Environment for Multimodal Conversational Search across Multiple Domains | 1 | 1 | 11 Jul 2021 | not harvested |
| A Simple Language Model for Task-Oriented Dialogue | 1 | 1 | 2 May 2020 | ran 3 of 14 samples (11 unverified) |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
https://github.com/lizi-git/MMConv
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- MMConv
1 variant name, as the archive lists them.
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