Datasets › CARS196
CARS196
CARS196 is composed of 16,185 car images of 196 classes.
Benchmarks archive 2025-07-28
All 4 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 | ||||
|---|---|---|---|---|---|---|
| Metric Learning | CARS196 | Unicom+ViT-L@336px R@1 98.2 | Unicom: Universal and Compact Representation Learning... | OML-Team/open-metric-learning +2 | 36 | Compare |
| Image Retrieval | CARS196 | CGD (MG/SG) R@1 94.8 | Combination of Multiple Global Descriptors for Image Retrieval | naver/cgd +6 | 8 | Compare |
| Image Classification | CARS196 | µ2Net+ (ViT-L/16) Accuracy 87.18 | A Continual Development Methodology for Large-scale... | google-research/google-research | 1 | Compare |
| Image Clustering | CARS196 | MES-Loss NMI 74.82 | MES-Loss: Mutually equidistant separation metric... | — | 1 | Compare |
Papers archive 2025-07-28
30 shown of 36 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 43. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
The full list of 36 is in the JSON twin.
Dataset loaders archive 2025-07-28
No loader listed in the archive.
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
No modality tagged.
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- CARS196
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