2D Object Detection on Manga109-s 15test

Metric: COCO-style AP (higher is better)

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#	Model↕	COCO-style AP▼	Augmentations	Paper	Date↕	Code
1	YOLOX-L	70.2	Yes	USB: Universal-Scale Object Detection Benchmark	2021-03-25	Code
2	UniverseNet-20.08	69.9	Yes	USB: Universal-Scale Object Detection Benchmark	2021-03-25	Code
3	UniverseNet	68.9	Yes	USB: Universal-Scale Object Detection Benchmark	2021-03-25	Code
4	ATSS+DyHead	67.9	Yes	USB: Universal-Scale Object Detection Benchmark	2021-03-25	Code
5	Cascade R-CNN	67.6	Yes	USB: Universal-Scale Object Detection Benchmark	2021-03-25	Code
6	ATSS (ConvNeXt-T)	67.4	Yes	USB: Universal-Scale Object Detection Benchmark	2021-03-25	Code
7	GFL	67.3	Yes	USB: Universal-Scale Object Detection Benchmark	2021-03-25	Code
8	ATSS+SEPC	67.1	Yes	USB: Universal-Scale Object Detection Benchmark	2021-03-25	Code
9	ATSS	66.5	Yes	USB: Universal-Scale Object Detection Benchmark	2021-03-25	Code
10	ATSS (Swin-T)	66.2	Yes	USB: Universal-Scale Object Detection Benchmark	2021-03-25	Code
11	Faster R-CNN	65.8	Yes	USB: Universal-Scale Object Detection Benchmark	2021-03-25	Code
12	RetinaNet	65.3	Yes	USB: Universal-Scale Object Detection Benchmark	2021-03-25	Code
13	Deformable DETR	64.1	Yes	USB: Universal-Scale Object Detection Benchmark	2021-03-25	Code
14	Sparse R-CNN	63.1	Yes	USB: Universal-Scale Object Detection Benchmark	2021-03-25	Code
15	DETR	31.2	Yes	USB: Universal-Scale Object Detection Benchmark	2021-03-25	Code

#1YOLOX-LSOTA
70.2
COCO-style AP· Augmentations· 2021-03-25
USB: Universal-Scale Object Detection Benchmark Code
#2UniverseNet-20.08
69.9
COCO-style AP· Augmentations· 2021-03-25
USB: Universal-Scale Object Detection Benchmark Code
#3UniverseNet
68.9
COCO-style AP· Augmentations· 2021-03-25
USB: Universal-Scale Object Detection Benchmark Code
#4ATSS+DyHead
67.9
COCO-style AP· Augmentations· 2021-03-25
USB: Universal-Scale Object Detection Benchmark Code
#5Cascade R-CNN
67.6
COCO-style AP· Augmentations· 2021-03-25
USB: Universal-Scale Object Detection Benchmark Code
#6ATSS (ConvNeXt-T)
67.4
COCO-style AP· Augmentations· 2021-03-25
USB: Universal-Scale Object Detection Benchmark Code
#7GFL
67.3
COCO-style AP· Augmentations· 2021-03-25
USB: Universal-Scale Object Detection Benchmark Code
#8ATSS+SEPC
67.1
COCO-style AP· Augmentations· 2021-03-25
USB: Universal-Scale Object Detection Benchmark Code
#9ATSS
66.5
COCO-style AP· Augmentations· 2021-03-25
USB: Universal-Scale Object Detection Benchmark Code
#10ATSS (Swin-T)
66.2
COCO-style AP· Augmentations· 2021-03-25
USB: Universal-Scale Object Detection Benchmark Code
#11Faster R-CNN
65.8
COCO-style AP· Augmentations· 2021-03-25
USB: Universal-Scale Object Detection Benchmark Code
#12RetinaNet
65.3
COCO-style AP· Augmentations· 2021-03-25
USB: Universal-Scale Object Detection Benchmark Code
#13Deformable DETR
64.1
COCO-style AP· Augmentations· 2021-03-25
USB: Universal-Scale Object Detection Benchmark Code
#14Sparse R-CNN
63.1
COCO-style AP· Augmentations· 2021-03-25
USB: Universal-Scale Object Detection Benchmark Code
#15DETR
31.2
COCO-style AP· Augmentations· 2021-03-25
USB: Universal-Scale Object Detection Benchmark Code