Papers › A Large-Scale Car Dataset for Fine-Grained Categorization and Verification

A Large-Scale Car Dataset for Fine-Grained Categorization and Verification

30 Jun 2015CVPR 2015 6arXiv:1506.08959archive 2025-07-28

Linjie Yang, Ping Luo, Chen Change Loy, Xiaoou Tang

Updated on 24/09/2015: This update provides preliminary experiment results for fine-grained classification on the surveillance data of CompCars. The train/test splits are provided in the updated dataset. See details in Section 6.

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Code

duongttr/SWP mentioned on GitHubtf report
seanren96/Object-Detection mentioned on GitHub report

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Tasks

Fine-Grained Image ClassificationGeneral Classification

Datasets

Introduced by this paper, per the archive.

CompCars

Results from the paper archive 2025-07-28

TaskDatasetModelMetricValueRank at snapshotLeaderboardReport
Fine-Grained Image Classification CompCars GoogLeNet Accuracy 91.2% #6 of 7 Archive leaderboard report
Fine-Grained Image Classification CompCars AlexNet Accuracy 81.9% #7 of 7 Archive leaderboard report

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