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Models/EgoVideo

EgoVideo

Reported on 9 benchmarks across 2 tasks · 1 paper · 9 SOTA

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

Natural Language Processing5 results

  • Natural Language QueriesonEgo4D
    R@1 IoU=0.3· uses extra data· 2024-06-26
    28.05
    SOTA
    EgoVideo: Exploring Egocentric Foundation Model and Downstream AdaptationarXiv:2406.18070
  • Natural Language QueriesonEgo4D
    R@1 IoU=0.5· uses extra data· 2024-06-26
    19.31
    SOTA
    EgoVideo: Exploring Egocentric Foundation Model and Downstream AdaptationarXiv:2406.18070
  • Natural Language QueriesonEgo4D
    R@1 Mean(0.3 and 0.5)· uses extra data· 2024-06-26
    23.68
    SOTA
    EgoVideo: Exploring Egocentric Foundation Model and Downstream AdaptationarXiv:2406.18070
  • Natural Language QueriesonEgo4D
    R@5 IoU=0.3· uses extra data· 2024-06-26
    44.16
    best: 45.63 (DeCafNet-100%)
    SOTA
    EgoVideo: Exploring Egocentric Foundation Model and Downstream AdaptationarXiv:2406.18070
  • Natural Language QueriesonEgo4D
    R@5 IoU=0.5· uses extra data· 2024-06-26
    31.37
    best: 33.93 (DeCafNet-100%)
    SOTA
    EgoVideo: Exploring Egocentric Foundation Model and Downstream AdaptationarXiv:2406.18070

Computer Vision4 results

  • Short-term Object Interaction AnticipationonEgo4D
    Noun (Top5 mAP)· uses extra data· 2024-06-26
    31.08
    best: 34.886 (SOIA-DOD)
    SOTA
    EgoVideo: Exploring Egocentric Foundation Model and Downstream AdaptationarXiv:2406.18070
  • Short-term Object Interaction AnticipationonEgo4D
    Noun+TTC (Top5 mAP)· uses extra data· 2024-06-26
    12.41
    SOTA
    EgoVideo: Exploring Egocentric Foundation Model and Downstream AdaptationarXiv:2406.18070
  • Short-term Object Interaction AnticipationonEgo4D
    Noun+Verb(Top5 mAP)· uses extra data· 2024-06-26
    16.18
    best: 17.614 (SOIA-DOD)
    SOTA
    EgoVideo: Exploring Egocentric Foundation Model and Downstream AdaptationarXiv:2406.18070
  • Short-term Object Interaction AnticipationonEgo4D
    Overall (Top5 mAP)· uses extra data· 2024-06-26
    7.21
    SOTA
    EgoVideo: Exploring Egocentric Foundation Model and Downstream AdaptationarXiv:2406.18070