2D Object Detection on USB (Standard USB 1.0 protocol)

Metric: mCAP (higher is better)

LeaderboardDataset

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Results

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#	Model↕	mCAP▼	Augmentations	Paper	Date↕	Code
1	UniverseNet-20.08	52.1	No	USB: Universal-Scale Object Detection Benchmark	2021-03-25	Code
2	UniverseNet	51.4	No	USB: Universal-Scale Object Detection Benchmark	2021-03-25	Code
3	ATSS (ConvNeXt-T)	50.4	No	USB: Universal-Scale Object Detection Benchmark	2021-03-25	Code
4	YOLOX-L	49.6	No	USB: Universal-Scale Object Detection Benchmark	2021-03-25	Code
5	ATSS+DyHead	49.4	No	USB: Universal-Scale Object Detection Benchmark	2021-03-25	Code
6	ATSS (Swin-T)	49	No	USB: Universal-Scale Object Detection Benchmark	2021-03-25	Code
7	Cascade R-CNN	48.1	No	USB: Universal-Scale Object Detection Benchmark	2021-03-25	Code
8	GFL	47.7	No	USB: Universal-Scale Object Detection Benchmark	2021-03-25	Code
9	ATSS	47.1	No	USB: Universal-Scale Object Detection Benchmark	2021-03-25	Code
10	Faster R-CNN	45.9	No	USB: Universal-Scale Object Detection Benchmark	2021-03-25	Code
11	RetinaNet	44.8	No	USB: Universal-Scale Object Detection Benchmark	2021-03-25	Code
12	Sparse R-CNN	44.6	No	USB: Universal-Scale Object Detection Benchmark	2021-03-25	Code
13	DETR	23.7	No	USB: Universal-Scale Object Detection Benchmark	2021-03-25	Code