2D Object Detection on HRSC2016

Metric: mAP-12 (higher is better)

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#	Model↕	mAP-12▼	Augmentations	Paper	Date↕	Code
1	CDLA-HOP	98.77	Yes	Category-Aware Dynamic Label Assignment with Hig...	2024-07-03	-
2	Strip R-CNN	98.7	Yes	Strip R-CNN: Large Strip Convolution for Remote ...	2025-01-07	Code
3	STD+ViT-B	98.55	Yes	Spatial Transform Decoupling for Oriented Object...	2023-08-21	Code
4	LSKNet-S	98.46	Yes	Large Selective Kernel Network for Remote Sensin...	2023-03-16	Code
5	RTMDet-R-tiny	97.1	Yes	RTMDet: An Empirical Study of Designing Real-Tim...	2022-12-14	Code

#1CDLA-HOPSOTA
98.77
mAP-12· Augmentations· 2024-07-03
Category-Aware Dynamic Label Assignment with High-Quality Oriented Proposal
#2Strip R-CNN
98.7
mAP-12· Augmentations· 2025-01-07
Strip R-CNN: Large Strip Convolution for Remote Sensing Object Detection Code
#3STD+ViT-BSOTA
98.55
mAP-12· Augmentations· 2023-08-21
Spatial Transform Decoupling for Oriented Object Detection Code
#4LSKNet-SSOTA
98.46
mAP-12· Augmentations· 2023-03-16
Large Selective Kernel Network for Remote Sensing Object Detection Code
#5RTMDet-R-tinySOTA
97.1
mAP-12· Augmentations· 2022-12-14
RTMDet: An Empirical Study of Designing Real-Time Object Detectors Code