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Models/CLIP-It

CLIP-It

Reported on 12 benchmarks across 2 tasks · 1 paper · 4 SOTA

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

Computer Vision12 results

  • VideoonTvSum
    F1-score (Augmented)· 2021-07-01
    69
    SOTA
    CLIP-It! Language-Guided Video SummarizationarXiv:2107.00650
  • VideoonSumMe
    F1-score (Augmented)· 2021-07-01
    56.4
    best: 56.9 (iPTNet)
    SOTA
    CLIP-It! Language-Guided Video SummarizationarXiv:2107.00650
  • Video SummarizationonTvSum
    F1-score (Augmented)· 2021-07-01
    69
    SOTA
    CLIP-It! Language-Guided Video SummarizationarXiv:2107.00650
  • Video SummarizationonSumMe
    F1-score (Augmented)· 2021-07-01
    56.4
    best: 56.9 (iPTNet)
    SOTA
    CLIP-It! Language-Guided Video SummarizationarXiv:2107.00650
  • VideoonTvSum
    F1-score (Canonical)· 2021-07-01
    66.3
    best: 67.5 (MAVS [DBLP:conf/mm/FengLKZ18])
    CLIP-It! Language-Guided Video SummarizationarXiv:2107.00650
  • VideoonTvSum
    Kendall's Tau· 2021-07-01
    0.108
    best: 0.203 (DMASum)
    CLIP-It! Language-Guided Video SummarizationarXiv:2107.00650
  • VideoonTvSum
    Spearman's Rho· 2021-07-01
    0.147
    best: 0.267 (DMASum)
    CLIP-It! Language-Guided Video SummarizationarXiv:2107.00650
  • VideoonSumMe
    F1-score (Canonical)· 2021-07-01
    54.2
    best: 57.1 (PGL-SUM (maximum learning capacity))
    CLIP-It! Language-Guided Video SummarizationarXiv:2107.00650
  • Video SummarizationonTvSum
    F1-score (Canonical)· 2021-07-01
    66.3
    best: 67.5 (MAVS [DBLP:conf/mm/FengLKZ18])
    CLIP-It! Language-Guided Video SummarizationarXiv:2107.00650
  • Video SummarizationonTvSum
    Kendall's Tau· 2021-07-01
    0.108
    best: 0.203 (DMASum)
    CLIP-It! Language-Guided Video SummarizationarXiv:2107.00650
  • Video SummarizationonTvSum
    Spearman's Rho· 2021-07-01
    0.147
    best: 0.267 (DMASum)
    CLIP-It! Language-Guided Video SummarizationarXiv:2107.00650
  • Video SummarizationonSumMe
    F1-score (Canonical)· 2021-07-01
    54.2
    best: 57.1 (PGL-SUM (maximum learning capacity))
    CLIP-It! Language-Guided Video SummarizationarXiv:2107.00650