Datasets › CCD
CCD (Car Crash Dataset)
Car Crash Dataset (CCD) is collected for traffic accident analysis. It contains real traffic accident videos captured by dashcam mounted on driving vehicles, which is critical to developing safety-guaranteed self-driving systems. CCD is distinguished from existing datasets for diversified accident annotations, including environmental attributes (day/night, snowy/rainy/good weather conditions), whether ego-vehicles involved, accident participants, and accident reason descriptions.
Source: https://github.com/Cogito2012/CarCrashDataset Image Source: https://github.com/Cogito2012/CarCrashDataset
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 | ||||
|---|---|---|---|---|---|---|
| Accident Anticipation | CCD | DSTA TTA 4.87 | A Dynamic Spatial-temporal Attention Network for Early... | monjurulkarim/DSTA | 2 | Compare |
Papers archive 2025-07-28
2 shown of 2 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 18. 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 | |||
|---|---|---|---|---|
| A Dynamic Spatial-temporal Attention Network for Early Anticipation of Traffic Accidents | 1 | 1 | 18 Jun 2021 | ran 1 of 4 samples (3 unverified) |
| Uncertainty-based Traffic Accident Anticipation with Spatio-Temporal Relational Learning | 2 | 1 | 1 Aug 2020 | ran 1 of 10 samples (9 unverified) |
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
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- CCD
1 variant name, as the archive lists them.
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