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Models/Siarohin et al.

Siarohin et al.

Reported on 32 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.

Methodology16 results

  • 3DonVoxCeleb
    AKD· 2021-04-22
    1.28
    SOTA
    Motion Representations for Articulated AnimationarXiv:2104.11280
  • 3DonTai-Chi-HD (256)
    AED· 2021-04-22
    0.152
    best: 0.172 (FOMM)
    Motion Representations for Articulated AnimationarXiv:2104.11280
  • 3DonTai-Chi-HD (256)
    AKD· 2021-04-22
    5.58
    best: 6.53 (FOMM)
    Motion Representations for Articulated AnimationarXiv:2104.11280
  • 3DonTai-Chi-HD (256)
    L1· 2021-04-22
    0.047
    best: 0.056 (FOMM)
    Motion Representations for Articulated AnimationarXiv:2104.11280
  • 3DonTai-Chi-HD (256)
    MKR· 2021-04-22
    0.027
    best: 0.033 (FOMM)
    Motion Representations for Articulated AnimationarXiv:2104.11280
  • 3DonVoxCeleb
    AED· 2021-04-22
    0.133
    best: 0.134 (FOMM)
    Motion Representations for Articulated AnimationarXiv:2104.11280
  • 3DonVoxCeleb
    L1· 2021-04-22
    0.04
    best: 0.041 (FOMM)
    Motion Representations for Articulated AnimationarXiv:2104.11280
  • 3DonTai-Chi-HD (512)
    AED· 2021-04-22
    0.172
    best: 0.203 (FOMM)
    Motion Representations for Articulated AnimationarXiv:2104.11280
  • 3DonTai-Chi-HD (512)
    AKD· 2021-04-22
    13.86
    best: 17.12 (FOMM)
    Motion Representations for Articulated AnimationarXiv:2104.11280
  • 3DonTai-Chi-HD (512)
    L1· 2021-04-22
    0.064
    best: 0.075 (FOMM)
    Motion Representations for Articulated AnimationarXiv:2104.11280
  • 3DonTai-Chi-HD (512)
    MKR· 2021-04-22
    0.043
    best: 0.066 (FOMM)
    Motion Representations for Articulated AnimationarXiv:2104.11280
  • 3DonMGif
    L1· 2021-04-22
    0.0206
    best: 0.0223 (FOMM)
    Motion Representations for Articulated AnimationarXiv:2104.11280
  • 3DonTED-talks
    AED· 2021-04-22
    0.114
    best: 0.163 (FOMM)
    Motion Representations for Articulated AnimationarXiv:2104.11280
  • 3DonTED-talks
    AKD· 2021-04-22
    3.75
    best: 7.07 (FOMM)
    Motion Representations for Articulated AnimationarXiv:2104.11280
  • 3DonTED-talks
    L1· 2021-04-22
    0.026
    best: 0.033 (FOMM)
    Motion Representations for Articulated AnimationarXiv:2104.11280
  • 3DonTED-talks
    MKR· 2021-04-22
    0.007
    best: 0.014 (FOMM)
    Motion Representations for Articulated AnimationarXiv:2104.11280

Computer Vision16 results

  • Video ReconstructiononVoxCeleb
    AKD· 2021-04-22
    1.28
    SOTA
    Motion Representations for Articulated AnimationarXiv:2104.11280
  • Video ReconstructiononTai-Chi-HD (256)
    AED· 2021-04-22
    0.152
    best: 0.172 (FOMM)
    Motion Representations for Articulated AnimationarXiv:2104.11280
  • Video ReconstructiononTai-Chi-HD (256)
    AKD· 2021-04-22
    5.58
    best: 6.53 (FOMM)
    Motion Representations for Articulated AnimationarXiv:2104.11280
  • Video ReconstructiononTai-Chi-HD (256)
    L1· 2021-04-22
    0.047
    best: 0.056 (FOMM)
    Motion Representations for Articulated AnimationarXiv:2104.11280
  • Video ReconstructiononTai-Chi-HD (256)
    MKR· 2021-04-22
    0.027
    best: 0.033 (FOMM)
    Motion Representations for Articulated AnimationarXiv:2104.11280
  • Video ReconstructiononVoxCeleb
    AED· 2021-04-22
    0.133
    best: 0.134 (FOMM)
    Motion Representations for Articulated AnimationarXiv:2104.11280
  • Video ReconstructiononVoxCeleb
    L1· 2021-04-22
    0.04
    best: 0.041 (FOMM)
    Motion Representations for Articulated AnimationarXiv:2104.11280
  • Video ReconstructiononTai-Chi-HD (512)
    AED· 2021-04-22
    0.172
    best: 0.203 (FOMM)
    Motion Representations for Articulated AnimationarXiv:2104.11280
  • Video ReconstructiononTai-Chi-HD (512)
    AKD· 2021-04-22
    13.86
    best: 17.12 (FOMM)
    Motion Representations for Articulated AnimationarXiv:2104.11280
  • Video ReconstructiononTai-Chi-HD (512)
    L1· 2021-04-22
    0.064
    best: 0.075 (FOMM)
    Motion Representations for Articulated AnimationarXiv:2104.11280
  • Video ReconstructiononTai-Chi-HD (512)
    MKR· 2021-04-22
    0.043
    best: 0.066 (FOMM)
    Motion Representations for Articulated AnimationarXiv:2104.11280
  • Video ReconstructiononMGif
    L1· 2021-04-22
    0.0206
    best: 0.0223 (FOMM)
    Motion Representations for Articulated AnimationarXiv:2104.11280
  • Video ReconstructiononTED-talks
    AED· 2021-04-22
    0.114
    best: 0.163 (FOMM)
    Motion Representations for Articulated AnimationarXiv:2104.11280
  • Video ReconstructiononTED-talks
    AKD· 2021-04-22
    3.75
    best: 7.07 (FOMM)
    Motion Representations for Articulated AnimationarXiv:2104.11280
  • Video ReconstructiononTED-talks
    L1· 2021-04-22
    0.026
    best: 0.033 (FOMM)
    Motion Representations for Articulated AnimationarXiv:2104.11280
  • Video ReconstructiononTED-talks
    MKR· 2021-04-22
    0.007
    best: 0.014 (FOMM)
    Motion Representations for Articulated AnimationarXiv:2104.11280