2D Object Detection on SARDet-100K

Metric: box mAP (higher is better)

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#	Model↕	box mAP▼	Augmentations	Paper	Date↕	Code
1	DenoDet	55.4	No	DenoDet: Attention as Deformable Multi-Subspace ...	2024-06-05	Code
2	MSFA (F-RCNN+ConvNext-T)	54.8	Yes	SARDet-100K: Towards Open-Source Benchmark and T...	2024-03-11	Code
3	MSFA (GFL+R50)	53.7	Yes	SARDet-100K: Towards Open-Source Benchmark and T...	2024-03-11	Code
4	MSFA (Deformable DETR)	51.3	Yes	SARDet-100K: Towards Open-Source Benchmark and T...	2024-03-11	Code
5	MSFA (F-RCNN+R50)	51.1	Yes	SARDet-100K: Towards Open-Source Benchmark and T...	2024-03-11	Code
6	Cascade R-CNN	51.1	No	Cascade R-CNN: Delving into High Quality Object ...	2017-12-03	Code
7	Deformable DETR	50	No	Deformable DETR: Deformable Transformers for End...	2020-10-08	Code
8	FCOS	49.8	No	FCOS: Fully Convolutional One-Stage Object Detec...	2019-04-02	Code
9	F-RCNN	49	No	Faster R-CNN: Towards Real-Time Object Detection...	2015-06-04	Code
10	Grid RCNN	48.8	No	Grid R-CNN	2018-11-29	Code
11	RetinaNet	47.4	No	Focal Loss for Dense Object Detection	2017-08-07	Code
12	Sparse R-CNN	38.1	No	Sparse R-CNN: End-to-End Object Detection with L...	2020-11-25	Code