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Models/Motion Anything

Motion Anything

Reported on 56 benchmarks across 4 tasks · 1 paper · 32 SOTA

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

Audio28 results

  • 10-shot image generationonHumanML3D
    FID· 2025-03-10
    0.028
    SOTA
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • 10-shot image generationonTMD
    BAS· 2025-03-10
    0.2094
    SOTA
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • 10-shot image generationonTMD
    FID· 2025-03-10
    21.46
    SOTA
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • 10-shot image generationonTMD
    MMDist· 2025-03-10
    5.34
    SOTA
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • 10-shot image generationonTMD
    MModality· 2025-03-10
    2.424
    SOTA
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • 10-shot image generationonKIT Motion-Language
    FID· 2025-03-10
    0.131
    SOTA
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • 10-shot image generationonAIST++
    Beat alignment score· 2025-03-10
    0.2757
    SOTA
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • 10-shot image generationonAIST++
    FID· 2025-03-10
    17.22
    SOTA
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • 3D Human Pose TrackingonHumanML3D
    FID· 2025-03-10
    0.028
    SOTA
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • 3D Human Pose TrackingonTMD
    BAS· 2025-03-10
    0.2094
    SOTA
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • 3D Human Pose TrackingonTMD
    FID· 2025-03-10
    21.46
    SOTA
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • 3D Human Pose TrackingonTMD
    MMDist· 2025-03-10
    5.34
    SOTA
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • 3D Human Pose TrackingonTMD
    MModality· 2025-03-10
    2.424
    SOTA
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • 3D Human Pose TrackingonKIT Motion-Language
    FID· 2025-03-10
    0.131
    SOTA
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • 3D Human Pose TrackingonAIST++
    Beat alignment score· 2025-03-10
    0.2757
    SOTA
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • 3D Human Pose TrackingonAIST++
    FID· 2025-03-10
    17.22
    SOTA
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • 10-shot image generationonHumanML3D
    Diversity· 2025-03-10
    9.521
    best: 23.692 (Diffuion Motion)
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • 10-shot image generationonHumanML3D
    Multimodality· 2025-03-10
    2.705
    best: 4.139 (TM2D (t2m))
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • 10-shot image generationonHumanML3D
    R Precision Top3· 2025-03-10
    0.829
    best: 0.842 (MotionPCM)
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • 10-shot image generationonKIT Motion-Language
    Diversity· 2025-03-10
    10.94
    best: 11.198 (T2M-GPT (τ = 0))
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • 10-shot image generationonKIT Motion-Language
    Multimodality· 2025-03-10
    1.374
    best: 3.627 (GraphMotion)
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • 10-shot image generationonKIT Motion-Language
    R Precision Top3· 2025-03-10
    0.802
    best: 0.803 (BiPO)
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • 3D Human Pose TrackingonHumanML3D
    Diversity· 2025-03-10
    9.521
    best: 23.692 (Diffuion Motion)
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • 3D Human Pose TrackingonHumanML3D
    Multimodality· 2025-03-10
    2.705
    best: 4.139 (TM2D (t2m))
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • 3D Human Pose TrackingonHumanML3D
    R Precision Top3· 2025-03-10
    0.829
    best: 0.842 (MotionPCM)
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • 3D Human Pose TrackingonKIT Motion-Language
    Diversity· 2025-03-10
    10.94
    best: 11.198 (T2M-GPT (τ = 0))
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • 3D Human Pose TrackingonKIT Motion-Language
    Multimodality· 2025-03-10
    1.374
    best: 3.627 (GraphMotion)
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • 3D Human Pose TrackingonKIT Motion-Language
    R Precision Top3· 2025-03-10
    0.802
    best: 0.803 (BiPO)
    Motion Anything: Any to Motion GenerationarXiv:2503.06955

Computer Vision14 results

  • Pose TrackingonHumanML3D
    FID· 2025-03-10
    0.028
    SOTA
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • Pose TrackingonTMD
    BAS· 2025-03-10
    0.2094
    SOTA
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • Pose TrackingonTMD
    FID· 2025-03-10
    21.46
    SOTA
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • Pose TrackingonTMD
    MMDist· 2025-03-10
    5.34
    SOTA
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • Pose TrackingonTMD
    MModality· 2025-03-10
    2.424
    SOTA
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • Pose TrackingonKIT Motion-Language
    FID· 2025-03-10
    0.131
    SOTA
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • Pose TrackingonAIST++
    Beat alignment score· 2025-03-10
    0.2757
    SOTA
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • Pose TrackingonAIST++
    FID· 2025-03-10
    17.22
    SOTA
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • Pose TrackingonHumanML3D
    Diversity· 2025-03-10
    9.521
    best: 23.692 (Diffuion Motion)
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • Pose TrackingonHumanML3D
    Multimodality· 2025-03-10
    2.705
    best: 4.139 (TM2D (t2m))
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • Pose TrackingonHumanML3D
    R Precision Top3· 2025-03-10
    0.829
    best: 0.842 (MotionPCM)
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • Pose TrackingonKIT Motion-Language
    Diversity· 2025-03-10
    10.94
    best: 11.198 (T2M-GPT (τ = 0))
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • Pose TrackingonKIT Motion-Language
    Multimodality· 2025-03-10
    1.374
    best: 3.627 (GraphMotion)
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • Pose TrackingonKIT Motion-Language
    R Precision Top3· 2025-03-10
    0.802
    best: 0.803 (BiPO)
    Motion Anything: Any to Motion GenerationarXiv:2503.06955

Computer Code14 results

  • Motion SynthesisonHumanML3D
    FID· 2025-03-10
    0.028
    SOTA
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • Motion SynthesisonTMD
    BAS· 2025-03-10
    0.2094
    SOTA
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • Motion SynthesisonTMD
    FID· 2025-03-10
    21.46
    SOTA
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • Motion SynthesisonTMD
    MMDist· 2025-03-10
    5.34
    SOTA
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • Motion SynthesisonTMD
    MModality· 2025-03-10
    2.424
    SOTA
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • Motion SynthesisonKIT Motion-Language
    FID· 2025-03-10
    0.131
    SOTA
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • Motion SynthesisonAIST++
    Beat alignment score· 2025-03-10
    0.2757
    SOTA
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • Motion SynthesisonAIST++
    FID· 2025-03-10
    17.22
    SOTA
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • Motion SynthesisonHumanML3D
    Diversity· 2025-03-10
    9.521
    best: 23.692 (Diffuion Motion)
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • Motion SynthesisonHumanML3D
    Multimodality· 2025-03-10
    2.705
    best: 4.139 (TM2D (t2m))
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • Motion SynthesisonHumanML3D
    R Precision Top3· 2025-03-10
    0.829
    best: 0.842 (MotionPCM)
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • Motion SynthesisonKIT Motion-Language
    Diversity· 2025-03-10
    10.94
    best: 11.198 (T2M-GPT (τ = 0))
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • Motion SynthesisonKIT Motion-Language
    Multimodality· 2025-03-10
    1.374
    best: 3.627 (GraphMotion)
    Motion Anything: Any to Motion GenerationarXiv:2503.06955
  • Motion SynthesisonKIT Motion-Language
    R Precision Top3· 2025-03-10
    0.802
    best: 0.803 (BiPO)
    Motion Anything: Any to Motion GenerationarXiv:2503.06955