2D Classification on USB (Standard USB 1.0 protocol)

Metric: mCAP (higher is better)

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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

#1UniverseNet-20.08SOTA
52.1
mCAP· 2021-03-25
USB: Universal-Scale Object Detection Benchmark Code
#2UniverseNet
51.4
mCAP· 2021-03-25
USB: Universal-Scale Object Detection Benchmark Code
#3ATSS (ConvNeXt-T)
50.4
mCAP· 2021-03-25
USB: Universal-Scale Object Detection Benchmark Code
#4YOLOX-L
49.6
mCAP· 2021-03-25
USB: Universal-Scale Object Detection Benchmark Code
#5ATSS+DyHead
49.4
mCAP· 2021-03-25
USB: Universal-Scale Object Detection Benchmark Code
#6ATSS (Swin-T)
49
mCAP· 2021-03-25
USB: Universal-Scale Object Detection Benchmark Code
#7Cascade R-CNN
48.1
mCAP· 2021-03-25
USB: Universal-Scale Object Detection Benchmark Code
#8GFL
47.7
mCAP· 2021-03-25
USB: Universal-Scale Object Detection Benchmark Code
#9ATSS
47.1
mCAP· 2021-03-25
USB: Universal-Scale Object Detection Benchmark Code
#10Faster R-CNN
45.9
mCAP· 2021-03-25
USB: Universal-Scale Object Detection Benchmark Code
#11RetinaNet
44.8
mCAP· 2021-03-25
USB: Universal-Scale Object Detection Benchmark Code
#12Sparse R-CNN
44.6
mCAP· 2021-03-25
USB: Universal-Scale Object Detection Benchmark Code
#13DETR
23.7
mCAP· 2021-03-25
USB: Universal-Scale Object Detection Benchmark Code