Object Detection on AI-TOD

Metric: APvt (higher is better)

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#	Model↕	APvt▼	Extra Data	Paper	Date↕	Code
1	DNTR	12.8	No	A DeNoising FPN With Transformer R-CNN for Tiny ...	2024-06-09	Code
2	DetectoRS w/ RFLA	9.3	No	RFLA: Gaussian Receptive Field based Label Assig...	2022-08-18	Code
3	DetectoRS + NWD (ResNet-50-FPN)	6.4	No	A Normalized Gaussian Wasserstein Distance for T...	2021-10-26	Code
4	M-CenterNet (DLA-34)	6.1	No	-	-	Code
5	DetectoRS (ResNet-50-FPN)	0	No	-	-	Code
6	Cascade R-CNN (ResNet-50-FPN)	0	No	-	-	Code

#1DNTRSOTA
12.8
APvt· 2024-06-09
A DeNoising FPN With Transformer R-CNN for Tiny Object Detection Code
#2DetectoRS w/ RFLASOTA
9.3
APvt· 2022-08-18
RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object Detection Code
#3DetectoRS + NWD (ResNet-50-FPN)SOTA
6.4
APvt· 2021-10-26
A Normalized Gaussian Wasserstein Distance for Tiny Object Detection Code
#4M-CenterNet (DLA-34)
6.1
APvt
No paperCode
#5DetectoRS (ResNet-50-FPN)
0
APvt
No paperCode
#6Cascade R-CNN (ResNet-50-FPN)
0
APvt
No paperCode