TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/DETReg (ours)

DETReg (ours)

Reported on 21 benchmarks across 6 tasks · 1 paper · 21 SOTA

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

Methodology16 results

  • 3DonPASCAL VOC 10%
    AP· 2021-06-08
    51.4
    best: 58.78 (DETReg (MDef-DETR))
    SOTA
    DETReg: Unsupervised Pretraining with Region Priors for Object DetectionarXiv:2106.04550
  • 3DonPASCAL VOC 10%
    AP50· 2021-06-08
    72.2
    best: 80.46 (DETReg (MDef-DETR))
    SOTA
    DETReg: Unsupervised Pretraining with Region Priors for Object DetectionarXiv:2106.04550
  • 3DonPASCAL VOC 10%
    AP75· 2021-06-08
    56.6
    best: 65.65 (DETReg (MDef-DETR))
    SOTA
    DETReg: Unsupervised Pretraining with Region Priors for Object DetectionarXiv:2106.04550
  • 3DonCOCO 2017
    AP· 2021-06-08
    30
    best: 53.4 (MaxViT-B)
    SOTA
    DETReg: Unsupervised Pretraining with Region Priors for Object DetectionarXiv:2106.04550
  • 2D ClassificationonPASCAL VOC 10%
    AP· 2021-06-08
    51.4
    best: 58.78 (DETReg (MDef-DETR))
    SOTA
    DETReg: Unsupervised Pretraining with Region Priors for Object DetectionarXiv:2106.04550
  • 2D ClassificationonPASCAL VOC 10%
    AP50· 2021-06-08
    72.2
    best: 80.46 (DETReg (MDef-DETR))
    SOTA
    DETReg: Unsupervised Pretraining with Region Priors for Object DetectionarXiv:2106.04550
  • 2D ClassificationonPASCAL VOC 10%
    AP75· 2021-06-08
    56.6
    best: 65.65 (DETReg (MDef-DETR))
    SOTA
    DETReg: Unsupervised Pretraining with Region Priors for Object DetectionarXiv:2106.04550
  • 2D ClassificationonCOCO 2017
    AP· 2021-06-08
    30
    best: 53.4 (MaxViT-B)
    SOTA
    DETReg: Unsupervised Pretraining with Region Priors for Object DetectionarXiv:2106.04550
  • 2D Object DetectiononPASCAL VOC 10%
    AP· 2021-06-08
    51.4
    best: 58.78 (DETReg (MDef-DETR))
    SOTA
    DETReg: Unsupervised Pretraining with Region Priors for Object DetectionarXiv:2106.04550
  • 2D Object DetectiononPASCAL VOC 10%
    AP50· 2021-06-08
    72.2
    best: 80.46 (DETReg (MDef-DETR))
    SOTA
    DETReg: Unsupervised Pretraining with Region Priors for Object DetectionarXiv:2106.04550
  • 2D Object DetectiononPASCAL VOC 10%
    AP75· 2021-06-08
    56.6
    best: 65.65 (DETReg (MDef-DETR))
    SOTA
    DETReg: Unsupervised Pretraining with Region Priors for Object DetectionarXiv:2106.04550
  • 2D Object DetectiononCOCO 2017
    AP· 2021-06-08
    30
    best: 53.4 (MaxViT-B)
    SOTA
    DETReg: Unsupervised Pretraining with Region Priors for Object DetectionarXiv:2106.04550
  • 16konPASCAL VOC 10%
    AP· 2021-06-08
    51.4
    best: 58.78 (DETReg (MDef-DETR))
    SOTA
    DETReg: Unsupervised Pretraining with Region Priors for Object DetectionarXiv:2106.04550
  • 16konPASCAL VOC 10%
    AP50· 2021-06-08
    72.2
    best: 80.46 (DETReg (MDef-DETR))
    SOTA
    DETReg: Unsupervised Pretraining with Region Priors for Object DetectionarXiv:2106.04550
  • 16konPASCAL VOC 10%
    AP75· 2021-06-08
    56.6
    best: 65.65 (DETReg (MDef-DETR))
    SOTA
    DETReg: Unsupervised Pretraining with Region Priors for Object DetectionarXiv:2106.04550
  • 16konCOCO 2017
    AP· 2021-06-08
    30
    best: 53.4 (MaxViT-B)
    SOTA
    DETReg: Unsupervised Pretraining with Region Priors for Object DetectionarXiv:2106.04550

Computer Vision5 results

  • Object DetectiononPASCAL VOC 10%
    AP· 2021-06-08
    51.4
    best: 58.78 (DETReg (MDef-DETR))
    SOTA
    DETReg: Unsupervised Pretraining with Region Priors for Object DetectionarXiv:2106.04550
  • Object DetectiononPASCAL VOC 10%
    AP50· 2021-06-08
    72.2
    best: 80.46 (DETReg (MDef-DETR))
    SOTA
    DETReg: Unsupervised Pretraining with Region Priors for Object DetectionarXiv:2106.04550
  • Object DetectiononPASCAL VOC 10%
    AP75· 2021-06-08
    56.6
    best: 65.65 (DETReg (MDef-DETR))
    SOTA
    DETReg: Unsupervised Pretraining with Region Priors for Object DetectionarXiv:2106.04550
  • Object DetectiononCOCO 2017
    AP· 2021-06-08
    30
    best: 53.4 (MaxViT-B)
    SOTA
    DETReg: Unsupervised Pretraining with Region Priors for Object DetectionarXiv:2106.04550
  • Few-Shot Object DetectiononCOCO 2017
    AP· 2021-06-08
    30
    SOTA
    DETReg: Unsupervised Pretraining with Region Priors for Object DetectionarXiv:2106.04550