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Models/LVMAE

LVMAE

Reported on 8 benchmarks across 2 tasks · 1 paper · 2 SOTA

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

Robots4 results

  • Activity RecognitiononDiving-48
    Accuracy· uses extra data· 2024-11-20
    94.9
    SOTA
    Extending Video Masked Autoencoders to 128 framesarXiv:2411.13683
  • Activity RecognitiononEPIC-KITCHENS-100
    Action@1· uses extra data· 2024-11-20
    52.1
    best: 58.3 (LLaVAction)
    Extending Video Masked Autoencoders to 128 framesarXiv:2411.13683
  • Activity RecognitiononEPIC-KITCHENS-100
    Noun@1· uses extra data· 2024-11-20
    61.8
    best: 69 (LLaVAction)
    Extending Video Masked Autoencoders to 128 framesarXiv:2411.13683
  • Activity RecognitiononEPIC-KITCHENS-100
    Verb@1· uses extra data· 2024-11-20
    75
    best: 76.2 (TIM)
    Extending Video Masked Autoencoders to 128 framesarXiv:2411.13683

Time Series4 results

  • Action RecognitiononDiving-48
    Accuracy· uses extra data· 2024-11-20
    94.9
    SOTA
    Extending Video Masked Autoencoders to 128 framesarXiv:2411.13683
  • Action RecognitiononEPIC-KITCHENS-100
    Action@1· uses extra data· 2024-11-20
    52.1
    best: 58.3 (LLaVAction)
    Extending Video Masked Autoencoders to 128 framesarXiv:2411.13683
  • Action RecognitiononEPIC-KITCHENS-100
    Noun@1· uses extra data· 2024-11-20
    61.8
    best: 69 (LLaVAction)
    Extending Video Masked Autoencoders to 128 framesarXiv:2411.13683
  • Action RecognitiononEPIC-KITCHENS-100
    Verb@1· uses extra data· 2024-11-20
    75
    best: 76.2 (TIM)
    Extending Video Masked Autoencoders to 128 framesarXiv:2411.13683