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Models/EgoVLP

EgoVLP

Reported on 10 benchmarks across 6 tasks · 1 paper · 10 SOTA

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

Natural Language Processing6 results

  • Question AnsweringonEgoTaskQA
    Direct· 2022-06-03
    42.51
    best: 46.26 (EgoVLPv2)
    SOTA
    Egocentric Video-Language PretrainingarXiv:2206.01670
  • Natural Language QueriesonEgo4D
    R@1 IoU=0.3· 2022-06-03
    10.46
    best: 28.05 (EgoVideo)
    SOTA
    Egocentric Video-Language PretrainingarXiv:2206.01670
  • Natural Language QueriesonEgo4D
    R@1 IoU=0.5· 2022-06-03
    6.24
    best: 19.31 (EgoVideo)
    SOTA
    Egocentric Video-Language PretrainingarXiv:2206.01670
  • Natural Language QueriesonEgo4D
    R@1 Mean(0.3 and 0.5)· 2022-06-03
    8.35
    best: 23.68 (EgoVideo)
    SOTA
    Egocentric Video-Language PretrainingarXiv:2206.01670
  • Natural Language QueriesonEgo4D
    R@5 IoU=0.3· 2022-06-03
    16.76
    best: 45.63 (DeCafNet-100%)
    SOTA
    Egocentric Video-Language PretrainingarXiv:2206.01670
  • Natural Language QueriesonEgo4D
    R@5 IoU=0.5· 2022-06-03
    11.29
    best: 33.93 (DeCafNet-100%)
    SOTA
    Egocentric Video-Language PretrainingarXiv:2206.01670

Computer Vision2 results

  • VideoonQuery-Focused Video Summarization Dataset
    F1 (avg)· 2022-06-03
    49.72
    best: 52.08 (EgoVLPv2)
    SOTA
    Egocentric Video-Language PretrainingarXiv:2206.01670
  • Video SummarizationonQuery-Focused Video Summarization Dataset
    F1 (avg)· 2022-06-03
    49.72
    best: 52.08 (EgoVLPv2)
    SOTA
    Egocentric Video-Language PretrainingarXiv:2206.01670

Robots1 result

  • Activity RecognitiononCharades-Ego
    mAP· 2022-06-03
    32.1
    best: 36.1 (LaViLa (Finetuned, TimeSformer-L))
    SOTA
    Egocentric Video-Language PretrainingarXiv:2206.01670

Time Series1 result

  • Action RecognitiononCharades-Ego
    mAP· 2022-06-03
    32.1
    best: 36.1 (LaViLa (Finetuned, TimeSformer-L))
    SOTA
    Egocentric Video-Language PretrainingarXiv:2206.01670