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Models/CoMix

CoMix

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.

Methodology5 results

  • Domain AdaptationonUCF --> HMDB (full)
    Accuracy· 2021-10-28
    86.66
    best: 95 (UNITE)
    SOTA
    Contrast and Mix: Temporal Contrastive Video Domain Adaptation with Background MixingarXiv:2110.15128
  • Domain AdaptationonEPIC-KITCHENS-100
    Average Accuracy· 2021-10-28
    43.2
    best: 52.6 (TranSVAE)
    SOTA
    Contrast and Mix: Temporal Contrastive Video Domain Adaptation with Background MixingarXiv:2110.15128
  • Domain AdaptationonUCF-HMDB
    Accuracy· 2021-10-28
    86.66
    best: 87.78 (TranSVAE)
    SOTA
    Contrast and Mix: Temporal Contrastive Video Domain Adaptation with Background MixingarXiv:2110.15128
  • Domain AdaptationonJester (Gesture Recognition)
    Accuracy· 2021-10-28
    64.7
    best: 66.1 (TranSVAE)
    SOTA
    Contrast and Mix: Temporal Contrastive Video Domain Adaptation with Background MixingarXiv:2110.15128
  • Domain AdaptationonHMDB-UCF
    Accuracy· 2021-10-28
    93.87
    best: 98.95 (TranSVAE)
    SOTA
    Contrast and Mix: Temporal Contrastive Video Domain Adaptation with Background MixingarXiv:2110.15128

Other4 results

  • Unsupervised Domain AdaptationonEPIC-KITCHENS-100
    Average Accuracy· 2021-10-28
    43.2
    best: 52.6 (TranSVAE)
    SOTA
    Contrast and Mix: Temporal Contrastive Video Domain Adaptation with Background MixingarXiv:2110.15128
  • Unsupervised Domain AdaptationonUCF-HMDB
    Accuracy· 2021-10-28
    86.66
    best: 87.78 (TranSVAE)
    SOTA
    Contrast and Mix: Temporal Contrastive Video Domain Adaptation with Background MixingarXiv:2110.15128
  • Unsupervised Domain AdaptationonJester (Gesture Recognition)
    Accuracy· 2021-10-28
    64.7
    best: 66.1 (TranSVAE)
    SOTA
    Contrast and Mix: Temporal Contrastive Video Domain Adaptation with Background MixingarXiv:2110.15128
  • Unsupervised Domain AdaptationonHMDB-UCF
    Accuracy· 2021-10-28
    93.87
    best: 98.95 (TranSVAE)
    SOTA
    Contrast and Mix: Temporal Contrastive Video Domain Adaptation with Background MixingarXiv:2110.15128