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/Soft Teacher + Swin-L (HTC++, multi-scale)

Soft Teacher + Swin-L (HTC++, multi-scale)

Reported on 11 benchmarks across 6 tasks · 1 paper · 11 SOTA

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

Methodology8 results

  • 3DonCOCO test-dev
    box mAP· 2021-06-16
    61.3
    best: 66 (Co-DETR)
    SOTA
    End-to-End Semi-Supervised Object Detection with Soft TeacherarXiv:2106.09018
  • 3DonCOCO minival
    box AP· uses extra data· 2021-06-16
    60.7
    best: 66 (PE_spatial (DETA))
    SOTA
    End-to-End Semi-Supervised Object Detection with Soft TeacherarXiv:2106.09018
  • 2D ClassificationonCOCO test-dev
    box mAP· 2021-06-16
    61.3
    best: 66 (Co-DETR)
    SOTA
    End-to-End Semi-Supervised Object Detection with Soft TeacherarXiv:2106.09018
  • 2D ClassificationonCOCO minival
    box AP· uses extra data· 2021-06-16
    60.7
    best: 66 (PE_spatial (DETA))
    SOTA
    End-to-End Semi-Supervised Object Detection with Soft TeacherarXiv:2106.09018
  • 2D Object DetectiononCOCO test-dev
    box mAP· 2021-06-16
    61.3
    best: 66 (Co-DETR)
    SOTA
    End-to-End Semi-Supervised Object Detection with Soft TeacherarXiv:2106.09018
  • 2D Object DetectiononCOCO minival
    box AP· uses extra data· 2021-06-16
    60.7
    best: 66 (PE_spatial (DETA))
    SOTA
    End-to-End Semi-Supervised Object Detection with Soft TeacherarXiv:2106.09018
  • 16konCOCO test-dev
    box mAP· 2021-06-16
    61.3
    best: 66 (Co-DETR)
    SOTA
    End-to-End Semi-Supervised Object Detection with Soft TeacherarXiv:2106.09018
  • 16konCOCO minival
    box AP· uses extra data· 2021-06-16
    60.7
    best: 66 (PE_spatial (DETA))
    SOTA
    End-to-End Semi-Supervised Object Detection with Soft TeacherarXiv:2106.09018

Computer Vision3 results

  • Object DetectiononCOCO test-dev
    box mAP· 2021-06-16
    61.3
    best: 66 (Co-DETR)
    SOTA
    End-to-End Semi-Supervised Object Detection with Soft TeacherarXiv:2106.09018
  • Object DetectiononCOCO minival
    box AP· uses extra data· 2021-06-16
    60.7
    best: 66 (PE_spatial (DETA))
    SOTA
    End-to-End Semi-Supervised Object Detection with Soft TeacherarXiv:2106.09018
  • Instance SegmentationonCOCO test-dev
    mask AP· uses extra data· 2021-06-16
    53
    best: 57.1 (Co-DETR)
    SOTA
    End-to-End Semi-Supervised Object Detection with Soft TeacherarXiv:2106.09018