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2D Object Detection On Sardet 100K

Metrics

box mAP

Results

Performance results of various models on this benchmark

		Paper Title	Repository
DenoDet	55.4	DenoDet: Attention as Deformable Multi-Subspace Feature Denoising for Target Detection in SAR Images
MSFA (F-RCNN+ConvNext-T)	54.8	SARDet-100K: Towards Open-Source Benchmark and ToolKit for Large-Scale SAR Object Detection
MSFA (GFL+R50)	53.7	SARDet-100K: Towards Open-Source Benchmark and ToolKit for Large-Scale SAR Object Detection
MSFA (Deformable DETR)	51.3	SARDet-100K: Towards Open-Source Benchmark and ToolKit for Large-Scale SAR Object Detection
MSFA (F-RCNN+R50)	51.1	SARDet-100K: Towards Open-Source Benchmark and ToolKit for Large-Scale SAR Object Detection
Cascade R-CNN	51.1	Cascade R-CNN: Delving into High Quality Object Detection
Deformable DETR	50.0	Deformable DETR: Deformable Transformers for End-to-End Object Detection
FCOS	49.8	FCOS: Fully Convolutional One-Stage Object Detection
F-RCNN	49.0	Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
Grid RCNN	48.8	Grid R-CNN
RetinaNet	47.4	Focal Loss for Dense Object Detection
Sparse R-CNN	38.1	Sparse R-CNN: End-to-End Object Detection with Learnable Proposals
SARATR-X	-	SARATR-X: Toward Building A Foundation Model for SAR Target Recognition

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2D Object Detection On Sardet 100K | SOTA | HyperAI