Datasets › SUTD-TrafficQA
SUTD-TrafficQA
SUTD-TrafficQA (Singapore University of Technology and Design - Traffic Question Answering) is a dataset which takes the form of video QA based on 10,080 in-the-wild videos and annotated 62,535 QA pairs, for benchmarking the cognitive capability of causal inference and event understanding models in complex traffic scenarios. Specifically, the dataset proposes 6 challenging reasoning tasks corresponding to various traffic scenarios, so as to evaluate the reasoning capability over different kinds of complex yet practical traffic events.
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 | ||||
|---|---|---|---|---|---|---|
| Video Question Answering | SUTD-TrafficQA | CFMMC-Align 1/4 50.2 | — | — | 6 | Compare |
Papers archive 2025-07-28
5 shown of 5 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 19. 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 | |||
|---|---|---|---|---|
| Tem-adapter: Adapting Image-Text Pretraining for Video Question Answer | 1 | 1 | 16 Aug 2023 | not harvested |
| SUTD-TrafficQA: A Question Answering Benchmark and an Efficient Network for Video Reasoning over Traffic Events | 3 | 1 | 29 Mar 2021 | ran 1 of 9 samples (8 unverified; 2 pointer-only for licence) |
| Hierarchical Conditional Relation Networks for Video Question Answering | 1 | 1 | 25 Feb 2020 | not harvested |
| TVQA: Localized, Compositional Video Question Answering | 4 | 1 | 5 Sep 2018 | ran 3 of 8 samples (5 unverified) |
| Exploring Models and Data for Image Question Answering | 3 | 1 | 8 May 2015 | ran 2 of 3 samples (1 unverified; 2 pointer-only for licence) |
Dataset loaders archive 2025-07-28
1 loader 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
Variants archive 2025-07-28
- SUTD-TrafficQA
1 variant name, 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