Datasets › Nighttime Driving
Nighttime Driving
Nighttime Driving is a dataset of road scenes consisting of 35,000 images ranging from daytime to twilight time and to nighttime.
Image source: http://people.ee.ethz.ch/~daid/NightDriving/#
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 | ||||
|---|---|---|---|---|---|---|
| Semantic Segmentation | Nighttime Driving | TADP mIoU 60.8 | Text-image Alignment for Diffusion-based Perception | damaggu/tadp +1 | 13 | Compare |
| Unsupervised Semantic Segmentation | Nighttime Driving | Segmenter ViT-S/16 mIoU 18.9 | Drive&Segment: Unsupervised Semantic Segmentation of... | vobecant/DriveAndSegment | 1 | Compare |
Papers archive 2025-07-28
10 shown of 10 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 27. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
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
Unknown
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- Nighttime Driving
1 variant name, as the archive lists them.
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