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SOTA
二维物体检测
2D Object Detection On Sardet 100K
2D Object Detection On Sardet 100K
评估指标
box mAP
评测结果
各个模型在此基准测试上的表现结果
Columns
模型名称
box mAP
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超神经