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Models/SSOD + Crop (L + U)

SSOD + Crop (L + U)

Reported on 15 benchmarks across 5 tasks · 1 paper · 15 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology12 results

  • 3DonVisDrone- 1% labeled data
    COCO-style AP· 2023-08-09
    17.21
    SOTA
    Density Crop-guided Semi-supervised Object Detection in Aerial ImagesarXiv:2308.05032
  • 3DonVisDrone - 5% labeled data
    COCO-style AP· 2023-08-09
    23.57
    SOTA
    Density Crop-guided Semi-supervised Object Detection in Aerial ImagesarXiv:2308.05032
  • 3DonVisDrone - 10% labeled data
    COCO-style AP· 2023-08-09
    27.46
    SOTA
    Density Crop-guided Semi-supervised Object Detection in Aerial ImagesarXiv:2308.05032
  • 2D ClassificationonVisDrone- 1% labeled data
    COCO-style AP· 2023-08-09
    17.21
    SOTA
    Density Crop-guided Semi-supervised Object Detection in Aerial ImagesarXiv:2308.05032
  • 2D ClassificationonVisDrone - 5% labeled data
    COCO-style AP· 2023-08-09
    23.57
    SOTA
    Density Crop-guided Semi-supervised Object Detection in Aerial ImagesarXiv:2308.05032
  • 2D ClassificationonVisDrone - 10% labeled data
    COCO-style AP· 2023-08-09
    27.46
    SOTA
    Density Crop-guided Semi-supervised Object Detection in Aerial ImagesarXiv:2308.05032
  • 2D Object DetectiononVisDrone- 1% labeled data
    COCO-style AP· 2023-08-09
    17.21
    SOTA
    Density Crop-guided Semi-supervised Object Detection in Aerial ImagesarXiv:2308.05032
  • 2D Object DetectiononVisDrone - 5% labeled data
    COCO-style AP· 2023-08-09
    23.57
    SOTA
    Density Crop-guided Semi-supervised Object Detection in Aerial ImagesarXiv:2308.05032
  • 2D Object DetectiononVisDrone - 10% labeled data
    COCO-style AP· 2023-08-09
    27.46
    SOTA
    Density Crop-guided Semi-supervised Object Detection in Aerial ImagesarXiv:2308.05032
  • 16konVisDrone- 1% labeled data
    COCO-style AP· 2023-08-09
    17.21
    SOTA
    Density Crop-guided Semi-supervised Object Detection in Aerial ImagesarXiv:2308.05032
  • 16konVisDrone - 5% labeled data
    COCO-style AP· 2023-08-09
    23.57
    SOTA
    Density Crop-guided Semi-supervised Object Detection in Aerial ImagesarXiv:2308.05032
  • 16konVisDrone - 10% labeled data
    COCO-style AP· 2023-08-09
    27.46
    SOTA
    Density Crop-guided Semi-supervised Object Detection in Aerial ImagesarXiv:2308.05032

Computer Vision3 results

  • Object DetectiononVisDrone- 1% labeled data
    COCO-style AP· 2023-08-09
    17.21
    SOTA
    Density Crop-guided Semi-supervised Object Detection in Aerial ImagesarXiv:2308.05032
  • Object DetectiononVisDrone - 5% labeled data
    COCO-style AP· 2023-08-09
    23.57
    SOTA
    Density Crop-guided Semi-supervised Object Detection in Aerial ImagesarXiv:2308.05032
  • Object DetectiononVisDrone - 10% labeled data
    COCO-style AP· 2023-08-09
    27.46
    SOTA
    Density Crop-guided Semi-supervised Object Detection in Aerial ImagesarXiv:2308.05032