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SARDet-100K

Introduced by YuXuan Li et al. in SARDet-100K: Towards Open-Source Benchmark and ToolKit for Large-Scale SAR Object Detection11 Mar 2024 archive 2025-07-28

The SARDet-100K dataset encompasses a total of 116,598 images, and 245,653 instances distributed across six categories: Aircraft, Ship, Car, Bridge, Tank, and Harbor. SARDet100K dataset stands as the first large-scale SAR object detection dataset, comparable in size to the widely used COCO dataset (118K images). The scale and diversity of the SARDet-100K dataset provide researchers with robust training and evaluation for advancing SAR object detection algorithms and techniques, fostering the development of SOTA models in this domain.

HomepageBenchmarksPapers JSON

Benchmarks archive 2025-07-28

All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
2D Object Detection SARDet-100K DenoDet box mAP 55.4 DenoDet: Attention as Deformable Multi-Subspace Feature... zcablii/sardet_100k +1 13 Compare

Papers archive 2025-07-28

10 shown of 10 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 13. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
DenoDet: Attention as Deformable Multi-Subspace Feature Denoising for Target Detection in SAR Images 2 1 5 Jun 2024 not harvested
SARATR-X: Toward Building A Foundation Model for SAR Target Recognition 3 1 15 May 2024 not harvested
SARDet-100K: Towards Open-Source Benchmark and ToolKit for Large-Scale SAR Object Detection 1 4 11 Mar 2024 not harvested
Sparse R-CNN: End-to-End Object Detection with Learnable Proposals 6 1 25 Nov 2020 not harvested
Deformable DETR: Deformable Transformers for End-to-End Object Detection 20 1 8 Oct 2020 ran 29 of 55 samples (26 unverified; 21 pointer-only for licence)
FCOS: Fully Convolutional One-Stage Object Detection 87 1 2 Apr 2019 ran 13 of 40 samples (27 unverified; 18 pointer-only for licence)
Grid R-CNN 2 1 29 Nov 2018 ran 0 of 3 samples (3 unverified)
Cascade R-CNN: Delving into High Quality Object Detection 8 1 3 Dec 2017 ran 2 of 2 samples (0 unverified; 2 pointer-only for licence)
Focal Loss for Dense Object Detection 234 1 7 Aug 2017 ran 11 of 11 samples (0 unverified; 6 pointer-only for licence)
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks 196 1 4 Jun 2015 ran 59 of 124 samples (65 unverified; 42 pointer-only for licence)

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

2D Object Detection

License archive 2025-07-28

Attribution-NonCommercial 4.0 International

Modalities archive 2025-07-28

Graphs

Languages archive 2025-07-28

EnglishChinese

Variants archive 2025-07-28

  • SARDet-100K

1 variant name, as the archive lists them.

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