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From COCO to COCO-FP: A Deep Dive into Background False Positives for COCO Detectors

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Data download

Our data is stored in Google Drive, please download it here.

Consistent with the original COCO validation set, the data is organized as follows:

 └── COCO-FP
        ├── Val2017
        │    ├── 000000397133.jpg
        │    ├── ...
        │    └── n01443537_138_n01443537.JPEG
        │   
        └── annotations
             └── instances_val2017.json

The proposed COCO-FP consists of 8,772 images. Among them, 5,000 images are from COCO Val, and 3,772 images(50 categories) are from ImageNet. For images from ImageNet, we keep their original image naming format, e.g., n01443537_138_n01443537.JPEG.

Results

Closed-set object detectors

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Open-set object detectors

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