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Models/DetectoRS w/ RFLA

DetectoRS w/ RFLA

Reported on 55 benchmarks across 5 tasks · 1 paper · 50 SOTA

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

Methodology44 results

  • 3DonVisDrone-DET2019
    AP· 2022-08-18
    27.4
    best: 33.22 (CZ Det.)
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • 3DonVisDrone-DET2019
    AP50· 2022-08-18
    45.3
    best: 58.3 (CZ Det.)
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • 3DonVisDrone-DET2019
    APt· 2022-08-18
    12.9
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • 3DonVisDrone-DET2019
    APvt· 2022-08-18
    4.5
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • 3DonAI-TOD
    AP· 2022-08-18
    24.8
    best: 26.2 (DNTR)
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • 3DonAI-TOD
    AP50· 2022-08-18
    55.2
    best: 56.7 (DNTR)
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • 3DonAI-TOD
    AP75· 2022-08-18
    18.5
    best: 20.2 (DNTR)
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • 3DonAI-TOD
    APs· 2022-08-18
    30.3
    best: 31 (DNTR)
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • 3DonAI-TOD
    APt· 2022-08-18
    24.8
    best: 26.4 (DNTR)
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • 3DonAI-TOD
    APvt· 2022-08-18
    9.3
    best: 12.8 (DNTR)
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • 2D ClassificationonVisDrone-DET2019
    AP· 2022-08-18
    27.4
    best: 33.22 (CZ Det.)
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • 2D ClassificationonVisDrone-DET2019
    AP50· 2022-08-18
    45.3
    best: 58.3 (CZ Det.)
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • 2D ClassificationonVisDrone-DET2019
    APt· 2022-08-18
    12.9
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • 2D ClassificationonVisDrone-DET2019
    APvt· 2022-08-18
    4.5
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • 2D ClassificationonAI-TOD
    AP· 2022-08-18
    24.8
    best: 26.2 (DNTR)
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • 2D ClassificationonAI-TOD
    AP50· 2022-08-18
    55.2
    best: 56.7 (DNTR)
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • 2D ClassificationonAI-TOD
    AP75· 2022-08-18
    18.5
    best: 20.2 (DNTR)
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • 2D ClassificationonAI-TOD
    APs· 2022-08-18
    30.3
    best: 31 (DNTR)
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • 2D ClassificationonAI-TOD
    APt· 2022-08-18
    24.8
    best: 26.4 (DNTR)
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • 2D ClassificationonAI-TOD
    APvt· 2022-08-18
    9.3
    best: 12.8 (DNTR)
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • 2D Object DetectiononVisDrone-DET2019
    AP· 2022-08-18
    27.4
    best: 33.22 (CZ Det.)
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • 2D Object DetectiononVisDrone-DET2019
    AP50· 2022-08-18
    45.3
    best: 58.3 (CZ Det.)
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • 2D Object DetectiononVisDrone-DET2019
    APt· 2022-08-18
    12.9
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • 2D Object DetectiononVisDrone-DET2019
    APvt· 2022-08-18
    4.5
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • 2D Object DetectiononAI-TOD
    AP· 2022-08-18
    24.8
    best: 26.2 (DNTR)
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • 2D Object DetectiononAI-TOD
    AP50· 2022-08-18
    55.2
    best: 56.7 (DNTR)
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • 2D Object DetectiononAI-TOD
    AP75· 2022-08-18
    18.5
    best: 20.2 (DNTR)
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • 2D Object DetectiononAI-TOD
    APs· 2022-08-18
    30.3
    best: 31 (DNTR)
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • 2D Object DetectiononAI-TOD
    APt· 2022-08-18
    24.8
    best: 26.4 (DNTR)
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • 2D Object DetectiononAI-TOD
    APvt· 2022-08-18
    9.3
    best: 12.8 (DNTR)
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • 16konVisDrone-DET2019
    AP· 2022-08-18
    27.4
    best: 33.22 (CZ Det.)
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • 16konVisDrone-DET2019
    AP50· 2022-08-18
    45.3
    best: 58.3 (CZ Det.)
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • 16konVisDrone-DET2019
    APt· 2022-08-18
    12.9
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • 16konVisDrone-DET2019
    APvt· 2022-08-18
    4.5
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • 16konAI-TOD
    AP· 2022-08-18
    24.8
    best: 26.2 (DNTR)
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • 16konAI-TOD
    AP50· 2022-08-18
    55.2
    best: 56.7 (DNTR)
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • 16konAI-TOD
    AP75· 2022-08-18
    18.5
    best: 20.2 (DNTR)
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • 16konAI-TOD
    APs· 2022-08-18
    30.3
    best: 31 (DNTR)
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • 16konAI-TOD
    APt· 2022-08-18
    24.8
    best: 26.4 (DNTR)
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • 16konAI-TOD
    APvt· 2022-08-18
    9.3
    best: 12.8 (DNTR)
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • 3DonAI-TOD
    APm· 2022-08-18
    38.2
    best: 38.3 (DetectoRS + NWD (ResNet-50-FPN))
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • 2D ClassificationonAI-TOD
    APm· 2022-08-18
    38.2
    best: 38.3 (DetectoRS + NWD (ResNet-50-FPN))
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • 2D Object DetectiononAI-TOD
    APm· 2022-08-18
    38.2
    best: 38.3 (DetectoRS + NWD (ResNet-50-FPN))
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • 16konAI-TOD
    APm· 2022-08-18
    38.2
    best: 38.3 (DetectoRS + NWD (ResNet-50-FPN))
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738

Computer Vision11 results

  • Object DetectiononVisDrone-DET2019
    AP· 2022-08-18
    27.4
    best: 33.22 (CZ Det.)
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • Object DetectiononVisDrone-DET2019
    AP50· 2022-08-18
    45.3
    best: 58.3 (CZ Det.)
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • Object DetectiononVisDrone-DET2019
    APt· 2022-08-18
    12.9
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • Object DetectiononVisDrone-DET2019
    APvt· 2022-08-18
    4.5
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • Object DetectiononAI-TOD
    AP· 2022-08-18
    24.8
    best: 26.2 (DNTR)
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • Object DetectiononAI-TOD
    AP50· 2022-08-18
    55.2
    best: 56.7 (DNTR)
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • Object DetectiononAI-TOD
    AP75· 2022-08-18
    18.5
    best: 20.2 (DNTR)
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • Object DetectiononAI-TOD
    APs· 2022-08-18
    30.3
    best: 31 (DNTR)
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • Object DetectiononAI-TOD
    APt· 2022-08-18
    24.8
    best: 26.4 (DNTR)
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • Object DetectiononAI-TOD
    APvt· 2022-08-18
    9.3
    best: 12.8 (DNTR)
    SOTA
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738
  • Object DetectiononAI-TOD
    APm· 2022-08-18
    38.2
    best: 38.3 (DetectoRS + NWD (ResNet-50-FPN))
    RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object DetectionarXiv:2208.08738