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Models/TEMOS

TEMOS

Reported on 48 benchmarks across 4 tasks · 2 papers · 32 SOTA

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

Audio24 results

  • 10-shot image generationonInter-X
    FID· 2022-04-25
    29.258
    best: 0.399 (InterMask)
    SOTA
    TEMOS: Generating diverse human motions from textual descriptionsarXiv:2204.14109
  • 10-shot image generationonInter-X
    MMDist· 2022-04-25
    6.867
    best: 9.58 (InterGen)
    SOTA
    TEMOS: Generating diverse human motions from textual descriptionsarXiv:2204.14109
  • 10-shot image generationonInter-X
    MModality· 2022-04-25
    0.672
    best: 3.686 (InterGen)
    SOTA
    TEMOS: Generating diverse human motions from textual descriptionsarXiv:2204.14109
  • 10-shot image generationonInter-X
    R-Precision Top3· 2022-04-25
    0.238
    best: 0.705 (InterMask)
    SOTA
    TEMOS: Generating diverse human motions from textual descriptionsarXiv:2204.14109
  • 10-shot image generationonInterHuman
    FID· 2022-04-25
    17.375
    best: 5.154 (InterMask)
    SOTA
    TEMOS: Generating diverse human motions from textual descriptionsarXiv:2204.14109
  • 10-shot image generationonInterHuman
    MMDist· 2022-04-25
    6.342
    best: 7.125 (MDM)
    SOTA
    TEMOS: Generating diverse human motions from textual descriptionsarXiv:2204.14109
  • 10-shot image generationonInterHuman
    MModality· 2022-04-25
    0.535
    best: 2.35 (MDM)
    SOTA
    TEMOS: Generating diverse human motions from textual descriptionsarXiv:2204.14109
  • 10-shot image generationonInterHuman
    R-Precision Top3· 2022-04-25
    0.45
    best: 0.687 (in2IN)
    SOTA
    TEMOS: Generating diverse human motions from textual descriptionsarXiv:2204.14109
  • 3D Human Pose TrackingonInter-X
    FID· 2022-04-25
    29.258
    best: 0.399 (InterMask)
    SOTA
    TEMOS: Generating diverse human motions from textual descriptionsarXiv:2204.14109
  • 3D Human Pose TrackingonInter-X
    MMDist· 2022-04-25
    6.867
    best: 9.58 (InterGen)
    SOTA
    TEMOS: Generating diverse human motions from textual descriptionsarXiv:2204.14109
  • 3D Human Pose TrackingonInter-X
    MModality· 2022-04-25
    0.672
    best: 3.686 (InterGen)
    SOTA
    TEMOS: Generating diverse human motions from textual descriptionsarXiv:2204.14109
  • 3D Human Pose TrackingonInter-X
    R-Precision Top3· 2022-04-25
    0.238
    best: 0.705 (InterMask)
    SOTA
    TEMOS: Generating diverse human motions from textual descriptionsarXiv:2204.14109
  • 3D Human Pose TrackingonInterHuman
    FID· 2022-04-25
    17.375
    best: 5.154 (InterMask)
    SOTA
    TEMOS: Generating diverse human motions from textual descriptionsarXiv:2204.14109
  • 3D Human Pose TrackingonInterHuman
    MMDist· 2022-04-25
    6.342
    best: 7.125 (MDM)
    SOTA
    TEMOS: Generating diverse human motions from textual descriptionsarXiv:2204.14109
  • 3D Human Pose TrackingonInterHuman
    MModality· 2022-04-25
    0.535
    best: 2.35 (MDM)
    SOTA
    TEMOS: Generating diverse human motions from textual descriptionsarXiv:2204.14109
  • 3D Human Pose TrackingonInterHuman
    R-Precision Top3· 2022-04-25
    0.45
    best: 0.687 (in2IN)
    SOTA
    TEMOS: Generating diverse human motions from textual descriptionsarXiv:2204.14109
  • 10-shot image generationonKIT Motion-Language
    Diversity· 2022-12-08
    10.84
    best: 11.198 (T2M-GPT (τ = 0))
    Executing your Commands via Motion Diffusion in Latent SpacearXiv:2212.04048
  • 10-shot image generationonKIT Motion-Language
    FID· 2022-12-08
    3.717
    best: 0.131 (Motion Anything)
    Executing your Commands via Motion Diffusion in Latent SpacearXiv:2212.04048
  • 10-shot image generationonKIT Motion-Language
    Multimodality· 2022-12-08
    0.532
    best: 3.627 (GraphMotion)
    Executing your Commands via Motion Diffusion in Latent SpacearXiv:2212.04048
  • 10-shot image generationonKIT Motion-Language
    R Precision Top3· 2022-12-08
    0.687
    best: 0.803 (BiPO)
    Executing your Commands via Motion Diffusion in Latent SpacearXiv:2212.04048
  • 3D Human Pose TrackingonKIT Motion-Language
    Diversity· 2022-12-08
    10.84
    best: 11.198 (T2M-GPT (τ = 0))
    Executing your Commands via Motion Diffusion in Latent SpacearXiv:2212.04048
  • 3D Human Pose TrackingonKIT Motion-Language
    FID· 2022-12-08
    3.717
    best: 0.131 (Motion Anything)
    Executing your Commands via Motion Diffusion in Latent SpacearXiv:2212.04048
  • 3D Human Pose TrackingonKIT Motion-Language
    Multimodality· 2022-12-08
    0.532
    best: 3.627 (GraphMotion)
    Executing your Commands via Motion Diffusion in Latent SpacearXiv:2212.04048
  • 3D Human Pose TrackingonKIT Motion-Language
    R Precision Top3· 2022-12-08
    0.687
    best: 0.803 (BiPO)
    Executing your Commands via Motion Diffusion in Latent SpacearXiv:2212.04048

Computer Vision12 results

  • Pose TrackingonInter-X
    FID· 2022-04-25
    29.258
    best: 0.399 (InterMask)
    SOTA
    TEMOS: Generating diverse human motions from textual descriptionsarXiv:2204.14109
  • Pose TrackingonInter-X
    MMDist· 2022-04-25
    6.867
    best: 9.58 (InterGen)
    SOTA
    TEMOS: Generating diverse human motions from textual descriptionsarXiv:2204.14109
  • Pose TrackingonInter-X
    MModality· 2022-04-25
    0.672
    best: 3.686 (InterGen)
    SOTA
    TEMOS: Generating diverse human motions from textual descriptionsarXiv:2204.14109
  • Pose TrackingonInter-X
    R-Precision Top3· 2022-04-25
    0.238
    best: 0.705 (InterMask)
    SOTA
    TEMOS: Generating diverse human motions from textual descriptionsarXiv:2204.14109
  • Pose TrackingonInterHuman
    FID· 2022-04-25
    17.375
    best: 5.154 (InterMask)
    SOTA
    TEMOS: Generating diverse human motions from textual descriptionsarXiv:2204.14109
  • Pose TrackingonInterHuman
    MMDist· 2022-04-25
    6.342
    best: 7.125 (MDM)
    SOTA
    TEMOS: Generating diverse human motions from textual descriptionsarXiv:2204.14109
  • Pose TrackingonInterHuman
    MModality· 2022-04-25
    0.535
    best: 2.35 (MDM)
    SOTA
    TEMOS: Generating diverse human motions from textual descriptionsarXiv:2204.14109
  • Pose TrackingonInterHuman
    R-Precision Top3· 2022-04-25
    0.45
    best: 0.687 (in2IN)
    SOTA
    TEMOS: Generating diverse human motions from textual descriptionsarXiv:2204.14109
  • Pose TrackingonKIT Motion-Language
    Diversity· 2022-12-08
    10.84
    best: 11.198 (T2M-GPT (τ = 0))
    Executing your Commands via Motion Diffusion in Latent SpacearXiv:2212.04048
  • Pose TrackingonKIT Motion-Language
    FID· 2022-12-08
    3.717
    best: 0.131 (Motion Anything)
    Executing your Commands via Motion Diffusion in Latent SpacearXiv:2212.04048
  • Pose TrackingonKIT Motion-Language
    Multimodality· 2022-12-08
    0.532
    best: 3.627 (GraphMotion)
    Executing your Commands via Motion Diffusion in Latent SpacearXiv:2212.04048
  • Pose TrackingonKIT Motion-Language
    R Precision Top3· 2022-12-08
    0.687
    best: 0.803 (BiPO)
    Executing your Commands via Motion Diffusion in Latent SpacearXiv:2212.04048

Computer Code12 results

  • Motion SynthesisonInter-X
    FID· 2022-04-25
    29.258
    best: 0.399 (InterMask)
    SOTA
    TEMOS: Generating diverse human motions from textual descriptionsarXiv:2204.14109
  • Motion SynthesisonInter-X
    MMDist· 2022-04-25
    6.867
    best: 9.58 (InterGen)
    SOTA
    TEMOS: Generating diverse human motions from textual descriptionsarXiv:2204.14109
  • Motion SynthesisonInter-X
    MModality· 2022-04-25
    0.672
    best: 3.686 (InterGen)
    SOTA
    TEMOS: Generating diverse human motions from textual descriptionsarXiv:2204.14109
  • Motion SynthesisonInter-X
    R-Precision Top3· 2022-04-25
    0.238
    best: 0.705 (InterMask)
    SOTA
    TEMOS: Generating diverse human motions from textual descriptionsarXiv:2204.14109
  • Motion SynthesisonInterHuman
    FID· 2022-04-25
    17.375
    best: 5.154 (InterMask)
    SOTA
    TEMOS: Generating diverse human motions from textual descriptionsarXiv:2204.14109
  • Motion SynthesisonInterHuman
    MMDist· 2022-04-25
    6.342
    best: 7.125 (MDM)
    SOTA
    TEMOS: Generating diverse human motions from textual descriptionsarXiv:2204.14109
  • Motion SynthesisonInterHuman
    MModality· 2022-04-25
    0.535
    best: 2.35 (MDM)
    SOTA
    TEMOS: Generating diverse human motions from textual descriptionsarXiv:2204.14109
  • Motion SynthesisonInterHuman
    R-Precision Top3· 2022-04-25
    0.45
    best: 0.687 (in2IN)
    SOTA
    TEMOS: Generating diverse human motions from textual descriptionsarXiv:2204.14109
  • Motion SynthesisonKIT Motion-Language
    Diversity· 2022-12-08
    10.84
    best: 11.198 (T2M-GPT (τ = 0))
    Executing your Commands via Motion Diffusion in Latent SpacearXiv:2212.04048
  • Motion SynthesisonKIT Motion-Language
    FID· 2022-12-08
    3.717
    best: 0.131 (Motion Anything)
    Executing your Commands via Motion Diffusion in Latent SpacearXiv:2212.04048
  • Motion SynthesisonKIT Motion-Language
    Multimodality· 2022-12-08
    0.532
    best: 3.627 (GraphMotion)
    Executing your Commands via Motion Diffusion in Latent SpacearXiv:2212.04048
  • Motion SynthesisonKIT Motion-Language
    R Precision Top3· 2022-12-08
    0.687
    best: 0.803 (BiPO)
    Executing your Commands via Motion Diffusion in Latent SpacearXiv:2212.04048