Datasets › VeRi-Wild
VeRi-Wild
Veri-Wild is the largest vehicle re-identification dataset (as of CVPR 2019). The dataset is captured from a large CCTV surveillance system consisting of 174 cameras across one month (30× 24h) under unconstrained scenarios. This dataset comprises 416,314 vehicle images of 40,671 identities. Evaluation on this dataset is split across three subsets: small, medium and large; comprising 3000, 5000 and 10,000 identities respectively (in probe and gallery sets).
Source: Vehicle Re-Identification: an Efficient Baseline Using Triplet Embedding Image Source: https://github.com/PKU-IMRE/VERI-Wild
Benchmarks archive 2025-07-28
All 3 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 | ||||
|---|---|---|---|---|---|---|
| Vehicle Re-Identification | VeRi-Wild Small | MBR-4B (without RK) Rank1 96.6 | Strength in Diversity: Multi-Branch Representation... | videturfortuna/vehicle_reid_itsc2023 | 3 | Compare |
| Vehicle Re-Identification | VeRi-Wild Large | ANet mAP 75.9 | AttributeNet: Attribute Enhanced Vehicle Re-Identification | — | 2 | Compare |
| Vehicle Re-Identification | VeRi-Wild Medium | ANet Rank1 95.2 | AttributeNet: Attribute Enhanced Vehicle Re-Identification | — | 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 40. 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 | |||
|---|---|---|---|---|
| Multi‑camera trajectory matching based on hierarchical clustering and constraints | 1 | 2 | 19 Oct 2023 | not harvested |
| Strength in Diversity: Multi-Branch Representation Learning for Vehicle Re-Identification | 1 | 1 | 2 Oct 2023 | not harvested |
| AttributeNet: Attribute Enhanced Vehicle Re-Identification | 0 | 3 | 7 Feb 2021 | not harvested |
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
- VeRi-Wild
- VeRi-Wild Small
- VeRi-Wild Medium
- VeRi-Wild Large
4 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