OpenCodePapers

2d-object-detection-on-sardet-100k

2D Object Detection
Dataset Link
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PaperCodebox mAPmAPmAP@50mAP@75ModelNameReleaseDate
DenoDet: Attention as Deformable Multi-Subspace Feature Denoising for Target Detection in SAR Images✓ Link55.4DenoDet2024-06-05
SARDet-100K: Towards Open-Source Benchmark and ToolKit for Large-Scale SAR Object Detection✓ Link54.8MSFA (F-RCNN+ConvNext-T)2024-03-11
SARDet-100K: Towards Open-Source Benchmark and ToolKit for Large-Scale SAR Object Detection✓ Link53.7MSFA (GFL+R50)2024-03-11
SARDet-100K: Towards Open-Source Benchmark and ToolKit for Large-Scale SAR Object Detection✓ Link51.3MSFA (Deformable DETR)2024-03-11
SARDet-100K: Towards Open-Source Benchmark and ToolKit for Large-Scale SAR Object Detection✓ Link51.1MSFA (F-RCNN+R50)2024-03-11
Cascade R-CNN: Delving into High Quality Object Detection✓ Link51.1Cascade R-CNN2017-12-03
Deformable DETR: Deformable Transformers for End-to-End Object Detection✓ Link50.0Deformable DETR2020-10-08
FCOS: Fully Convolutional One-Stage Object Detection✓ Link49.8FCOS2019-04-02
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks✓ Link49.0F-RCNN2015-06-04
Grid R-CNN✓ Link48.8Grid RCNN2018-11-29
Focal Loss for Dense Object Detection✓ Link47.4RetinaNet2017-08-07
Sparse R-CNN: End-to-End Object Detection with Learnable Proposals✓ Link38.1Sparse R-CNN2020-11-25
SARATR-X: Toward Building A Foundation Model for SAR Target Recognition✓ Link57.388.762.8SARATR-X2024-05-15