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

CVPR 2015  ·  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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Datasets

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CompCars

Used in the Paper:

ImageNet
Task Dataset Model Metric Name Metric Value Global Rank Result Benchmark
Fine-Grained Image Classification CompCars GoogLeNet Accuracy 91.2% # 5
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Fine-Grained Image Classification CompCars AlexNet Accuracy 81.9% # 6
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