2D Classification 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