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Metric: AP50 (higher is better)

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#	Model↕	AP50▼	Augmentations	Paper	Date↕	Code
1	DNTR	56.7	No	A DeNoising FPN With Transformer R-CNN for Tiny ...	2024-06-09	Code
2	DetectoRS w/ RFLA	55.2	No	RFLA: Gaussian Receptive Field based Label Assig...	2022-08-18	Code
3	DetectoRS + NWD (ResNet-50-FPN)	49.3	No	A Normalized Gaussian Wasserstein Distance for T...	2021-10-26	Code
4	M-CenterNet (DLA-34)	40.7	No	-	-	Code
5	DetectoRS (ResNet-50-FPN)	32.8	No	DetectoRS: Detecting Objects with Recursive Feat...	2020-06-03	Code
6	Cascade R-CNN (ResNet-50-FPN)	30.8	No	Cascade R-CNN: Delving into High Quality Object ...	2017-12-03	Code

#1DNTRSOTA
56.7
AP50· 2024-06-09
A DeNoising FPN With Transformer R-CNN for Tiny Object Detection Code
#2DetectoRS w/ RFLASOTA
55.2
AP50· 2022-08-18
RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object Detection Code
#3DetectoRS + NWD (ResNet-50-FPN)SOTA
49.3
AP50· 2021-10-26
A Normalized Gaussian Wasserstein Distance for Tiny Object Detection Code
#4M-CenterNet (DLA-34)
40.7
AP50
No paperCode
#5DetectoRS (ResNet-50-FPN)SOTA
32.8
AP50· 2020-06-03
DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution Code
#6Cascade R-CNN (ResNet-50-FPN)SOTA
30.8
AP50· 2017-12-03
Cascade R-CNN: Delving into High Quality Object Detection Code