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/ViTAE-T-Stage

ViTAE-T-Stage

Reported on 13 benchmarks across 3 tasks · 1 paper · 8 SOTA

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

Computer Vision13 results

  • VideoonDAVIS 2017
    F-Score· 2021-06-07
    85.5
    best: 85.9 (AOC-MF (val))
    SOTA
    ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive BiasarXiv:2106.03348
  • VideoonDAVIS 2017
    J&F· 2021-06-07
    82.5
    SOTA
    ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive BiasarXiv:2106.03348
  • VideoonDAVIS 2017
    Jaccard (Mean)· 2021-06-07
    79.4
    best: 81.7 (AOC-MF (val))
    SOTA
    ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive BiasarXiv:2106.03348
  • VideoonDAVIS 2016
    F-Score· 2021-06-07
    90.4
    best: 94.7 (AOC-MF (val))
    SOTA
    ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive BiasarXiv:2106.03348
  • Video Object SegmentationonDAVIS 2017
    F-Score· 2021-06-07
    85.5
    best: 85.9 (AOC-MF (val))
    SOTA
    ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive BiasarXiv:2106.03348
  • Video Object SegmentationonDAVIS 2017
    J&F· 2021-06-07
    82.5
    SOTA
    ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive BiasarXiv:2106.03348
  • Video Object SegmentationonDAVIS 2017
    Jaccard (Mean)· 2021-06-07
    79.4
    best: 81.7 (AOC-MF (val))
    SOTA
    ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive BiasarXiv:2106.03348
  • Video Object SegmentationonDAVIS 2016
    F-Score· 2021-06-07
    90.4
    best: 94.7 (AOC-MF (val))
    SOTA
    ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive BiasarXiv:2106.03348
  • VideoonDAVIS 2016
    J&F· 2021-06-07
    89.8
    best: 93.4 (ISVOS (BL30K, MS))
    ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive BiasarXiv:2106.03348
  • VideoonDAVIS 2016
    Jaccard (Mean)· 2021-06-07
    89.2
    best: 92.5 (ISVOS (BL30K, MS))
    ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive BiasarXiv:2106.03348
  • Image ClassificationonImageNet
    GFLOPs· 2021-06-07
    4.6
    best: 1478 (InternImage-H)
    ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive BiasarXiv:2106.03348
  • Video Object SegmentationonDAVIS 2016
    J&F· 2021-06-07
    89.8
    best: 93.4 (ISVOS (BL30K, MS))
    ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive BiasarXiv:2106.03348
  • Video Object SegmentationonDAVIS 2016
    Jaccard (Mean)· 2021-06-07
    89.2
    best: 92.5 (ISVOS (BL30K, MS))
    ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive BiasarXiv:2106.03348