Datasets › DREAM
DREAM
DREAM is a multiple-choice Dialogue-based REAding comprehension exaMination dataset. In contrast to existing reading comprehension datasets, DREAM is the first to focus on in-depth multi-turn multi-party dialogue understanding.
DREAM contains 10,197 multiple choice questions for 6,444 dialogues, collected from English-as-a-foreign-language examinations designed by human experts. DREAM is likely to present significant challenges for existing reading comprehension systems: 84% of answers are non-extractive, 85% of questions require reasoning beyond a single sentence, and 34% of questions also involve commonsense knowledge.
Source: DREAM
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 | ||||
|---|---|---|---|---|---|---|
| Machine Reading Comprehension | DREAM | ASA + RoBERTa Accuracy 69.2 | Adversarial Self-Attention for Language Understanding | gingasan/adversarialsa | 3 | Compare |
| Sleep spindles detection | DREAMS sleep spindles | Robust autoregressive hidden semi-Markov model MCC 0.455 | Deep Neural Dynamic Bayesian Networks applied to EEG... | carlosloza/DNDBN | 1 | 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 68. 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 | |||
|---|---|---|---|---|
| Instructive Dialogue Summarization with Query Aggregations | 1 | 1 | 17 Oct 2023 | not harvested |
| Adversarial Self-Attention for Language Understanding | 1 | 2 | 25 Jun 2022 | not harvested |
| Deep Neural Dynamic Bayesian Networks applied to EEG sleep spindles modeling | 1 | 1 | 16 Oct 2020 | not harvested |
Dataset loaders archive 2025-07-28
3 loaders as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
Custom (research-only, non-commercial)
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- DREAMS sleep spindles
- DREAM
2 variant names, as the archive lists them.
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections