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/DG-STA

DG-STA

Reported on 8 benchmarks across 2 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 Vision8 results

  • HandonDHG-28
    Accuracy· 2019-07-20
    88
    best: 93.57 (DSTSA-GCN)
    SOTA
    Construct Dynamic Graphs for Hand Gesture Recognition via Spatial-Temporal AttentionarXiv:1907.08871
  • HandonSHREC 2017
    14 Gestures Accuracy· 2019-07-20
    94.4
    best: 97.86 (e2eET)
    SOTA
    Construct Dynamic Graphs for Hand Gesture Recognition via Spatial-Temporal AttentionarXiv:1907.08871
  • HandonSHREC 2017
    28 Gestures Accuracy· 2019-07-20
    90.7
    best: 95.36 (e2eET)
    SOTA
    Construct Dynamic Graphs for Hand Gesture Recognition via Spatial-Temporal AttentionarXiv:1907.08871
  • HandonDHG-14
    Accuracy· 2019-07-20
    91.9
    best: 95.83 (e2eET)
    SOTA
    Construct Dynamic Graphs for Hand Gesture Recognition via Spatial-Temporal AttentionarXiv:1907.08871
  • Gesture RecognitiononDHG-28
    Accuracy· 2019-07-20
    88
    best: 93.57 (DSTSA-GCN)
    SOTA
    Construct Dynamic Graphs for Hand Gesture Recognition via Spatial-Temporal AttentionarXiv:1907.08871
  • Gesture RecognitiononSHREC 2017
    14 Gestures Accuracy· 2019-07-20
    94.4
    best: 97.86 (e2eET)
    SOTA
    Construct Dynamic Graphs for Hand Gesture Recognition via Spatial-Temporal AttentionarXiv:1907.08871
  • Gesture RecognitiononSHREC 2017
    28 Gestures Accuracy· 2019-07-20
    90.7
    best: 95.36 (e2eET)
    SOTA
    Construct Dynamic Graphs for Hand Gesture Recognition via Spatial-Temporal AttentionarXiv:1907.08871
  • Gesture RecognitiononDHG-14
    Accuracy· 2019-07-20
    91.9
    best: 95.83 (e2eET)
    SOTA
    Construct Dynamic Graphs for Hand Gesture Recognition via Spatial-Temporal AttentionarXiv:1907.08871