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/UniRepLKNet-S++

UniRepLKNet-S++

Reported on 7 benchmarks across 7 tasks · 1 paper

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

Methodology4 results

  • 3DonCOCO 2017
    mAP· 2023-11-27
    54.3
    best: 56.4 (UniRepLKNet-XL++)
    UniRepLKNet: A Universal Perception Large-Kernel ConvNet for Audio, Video, Point Cloud, Time-Series and Image RecognitionarXiv:2311.15599
  • 2D ClassificationonCOCO 2017
    mAP· 2023-11-27
    54.3
    best: 56.4 (UniRepLKNet-XL++)
    UniRepLKNet: A Universal Perception Large-Kernel ConvNet for Audio, Video, Point Cloud, Time-Series and Image RecognitionarXiv:2311.15599
  • 2D Object DetectiononCOCO 2017
    mAP· 2023-11-27
    54.3
    best: 56.4 (UniRepLKNet-XL++)
    UniRepLKNet: A Universal Perception Large-Kernel ConvNet for Audio, Video, Point Cloud, Time-Series and Image RecognitionarXiv:2311.15599
  • 16konCOCO 2017
    mAP· 2023-11-27
    54.3
    best: 56.4 (UniRepLKNet-XL++)
    UniRepLKNet: A Universal Perception Large-Kernel ConvNet for Audio, Video, Point Cloud, Time-Series and Image RecognitionarXiv:2311.15599

Medical1 result

  • Semantic SegmentationonADE20K
    Validation mIoU· 2023-11-27
    52.7
    best: 63.6 (ViT-P (InternImage-H))
    UniRepLKNet: A Universal Perception Large-Kernel ConvNet for Audio, Video, Point Cloud, Time-Series and Image RecognitionarXiv:2311.15599

Computer Vision1 result

  • Object DetectiononCOCO 2017
    mAP· 2023-11-27
    54.3
    best: 56.4 (UniRepLKNet-XL++)
    UniRepLKNet: A Universal Perception Large-Kernel ConvNet for Audio, Video, Point Cloud, Time-Series and Image RecognitionarXiv:2311.15599

Audio1 result

  • 10-shot image generationonADE20K
    Validation mIoU· 2023-11-27
    52.7
    best: 63.6 (ViT-P (InternImage-H))
    UniRepLKNet: A Universal Perception Large-Kernel ConvNet for Audio, Video, Point Cloud, Time-Series and Image RecognitionarXiv:2311.15599