SOTAVerified

Motion Synthesis

Creating a video where people in the images move (such as blinking or smiling) requires specialized AI technology like Deepfake or Motion Synthesis, which I cannot do directly here.

However, if you want a video made from the images you provided, I can create an animated slideshow with cute effects and royalty-free background music. Would you be interested in this?

Papers

Showing 101150 of 282 papers

TitleStatusHype
Generative Motion Stylization of Cross-structure Characters within Canonical Motion Space0
Lodge: A Coarse to Fine Diffusion Network for Long Dance Generation Guided by the Characteristic Dance PrimitivesCode2
Scaling Up Dynamic Human-Scene Interaction Modeling0
Motion Mamba: Efficient and Long Sequence Motion GenerationCode2
Harmonious Group Choreography with Trajectory-Controllable Diffusion0
DEMOS: Dynamic Environment Motion Synthesis in 3D Scenes via Local Spherical-BEV Perception0
Seamless Human Motion Composition with Blended Positional EncodingsCode3
Self-Correcting Self-Consuming Loops for Generative Model TrainingCode1
Constrained Synthesis with Projected Diffusion ModelsCode1
IMUGPT 2.0: Language-Based Cross Modality Transfer for Sensor-Based Human Activity RecognitionCode1
Gaussian Splashing: Unified Particles for Versatile Motion Synthesis and Rendering0
Multi-Track Timeline Control for Text-Driven 3D Human Motion Generation0
EgoGen: An Egocentric Synthetic Data Generator0
GUESS:GradUally Enriching SyntheSis for Text-Driven Human Motion GenerationCode1
Move as You Say Interact as You Can: Language-guided Human Motion Generation with Scene Affordance0
AvatarGPT: All-in-One Framework for Motion Understanding Planning Generation and Beyond0
Probabilistic Speech-Driven 3D Facial Motion Synthesis: New Benchmarks Methods and Applications0
Inter-X: Towards Versatile Human-Human Interaction AnalysisCode2
FineMoGen: Fine-Grained Spatio-Temporal Motion Generation and EditingCode1
MACS: Mass Conditioned 3D Hand and Object Motion Synthesis0
Ponymation: Learning 3D Animal Motions from Unlabeled Online Videos0
MotionScript: Natural Language Descriptions for Expressive 3D Human Motions0
Towards Detailed Text-to-Motion Synthesis via Basic-to-Advanced Hierarchical Diffusion Model0
Motion Flow Matching for Human Motion Synthesis and Editing0
FaceTalk: Audio-Driven Motion Diffusion for Neural Parametric Head ModelsCode2
BOTH2Hands: Inferring 3D Hands from Both Text Prompts and Body DynamicsCode1
Digital Life Project: Autonomous 3D Characters with Social Intelligence0
MMM: Generative Masked Motion ModelCode1
EMDM: Efficient Motion Diffusion Model for Fast and High-Quality Motion GenerationCode1
AAMDM: Accelerated Auto-regressive Motion Diffusion Model0
OmniMotionGPT: Animal Motion Generation with Limited Data0
Probabilistic Speech-Driven 3D Facial Motion Synthesis: New Benchmarks, Methods, and Applications0
MoMask: Generative Masked Modeling of 3D Human MotionsCode3
TLControl: Trajectory and Language Control for Human Motion Synthesis0
AvatarGPT: All-in-One Framework for Motion Understanding, Planning, Generation and Beyond0
A Unified Framework for Multimodal, Multi-Part Human Motion Synthesis0
ReMoS: 3D Motion-Conditioned Reaction Synthesis for Two-Person InteractionsCode1
InterControl: Zero-shot Human Interaction Generation by Controlling Every JointCode1
PhysGaussian: Physics-Integrated 3D Gaussians for Generative Dynamics0
Story-to-Motion: Synthesizing Infinite and Controllable Character Animation from Long Text0
Pose-to-Motion: Cross-Domain Motion Retargeting with Pose Prior0
Controllable Group Choreography using Contrastive DiffusionCode1
HumanTOMATO: Text-aligned Whole-body Motion GenerationCode2
On the Benefit of Generative Foundation Models for Human Activity Recognition0
Unified speech and gesture synthesis using flow matching0
Point-Based Radiance Fields for Controllable Human Motion SynthesisCode1
Object Motion Guided Human Motion Synthesis0
DROP: Dynamics Responses from Human Motion Prior and Projective Dynamics0
Act As You Wish: Fine-Grained Control of Motion Diffusion Model with Hierarchical Semantic GraphsCode1
Fg-T2M: Fine-Grained Text-Driven Human Motion Generation via Diffusion Model0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Language2PoseFID11.02Unverified
2Diffuion MotionFID10.21Unverified
3Text2GestureFID5.01Unverified
4TM2TFID1.5Unverified
5T2MFID1.09Unverified
6TM2D (t2m)FID1.02Unverified
7MAAFID0.77Unverified
8MotionDiffuseFID0.63Unverified
9MDMFID0.54Unverified
10MLDFID0.47Unverified
#ModelMetricClaimedVerifiedStatus
1Text2GestureFID12.12Unverified
2Language2PoseFID6.55Unverified
3TEMOSFID3.72Unverified
4TM2TFID3.6Unverified
5T2MFID3.02Unverified
6MotionDiffuseFID1.95Unverified
7AttT2MFID0.87Unverified
8T2M-GPT (τ = 0)FID0.74Unverified
9T2M-GPT (τ = 0.5)FID0.72Unverified
10Fg-T2MFID0.57Unverified
#ModelMetricClaimedVerifiedStatus
1Dance RevolutionFID73.42Unverified
2DanceNetFID69.13Unverified
3MoFusionFID50.31Unverified
4Lodge (DDPM)FID37.09Unverified
5AI ChoreographerFID35.35Unverified
6BailandoFID28.16Unverified
7TM2D (only motion data)FID23.94Unverified
8TM2DFID19.01Unverified
9UDEFID17.25Unverified
10Motion AnythingFID17.22Unverified
#ModelMetricClaimedVerifiedStatus
1TEMOSFID17.38Unverified
2T2MFID13.77Unverified
3MDMFID9.17Unverified
4ComMDMFID7.07Unverified
5RIGFID6.78Unverified
6FreeMotionFID6.74Unverified
7InterGenFID5.92Unverified
8MoMat-MoGenFID5.67Unverified
9in2INFID5.18Unverified
10InterMaskFID5.15Unverified
#ModelMetricClaimedVerifiedStatus
1FACTfid_k113.38Unverified
2MNETfid_k104.71Unverified
3EDGEfid_k94.34Unverified
4Bailandofid_k82.81Unverified
5Lodge (DDIM)fid_k50Unverified
6Lodge (DDPM)fid_k45.56Unverified
7Lodge++fid_k40.77Unverified
8DanceMosaicfid_k19.36Unverified
#ModelMetricClaimedVerifiedStatus
1ComMDMFID29.27Unverified
2TEMOSFID29.26Unverified
3MDMFID23.7Unverified
4T2MFID5.48Unverified
5InterGenFID5.21Unverified
6InterMaskFID0.4Unverified
#ModelMetricClaimedVerifiedStatus
1GDANCERFID43.9Unverified
2TCDiffFID42.39Unverified
3GCDFID31.16Unverified
4Scalable Group ChoreographyFID31.01Unverified
#ModelMetricClaimedVerifiedStatus
1HM-VAEL2Q@50.24Unverified
2TG-completeL2Q@50.17Unverified
3SSMCTL2Q@50.14Unverified
4-interpolatorL2Q@50.11Unverified
#ModelMetricClaimedVerifiedStatus
1MDMFID3.8Unverified
2MLDFID3.41Unverified
3T2M-GPTFID1.37Unverified
4HumanTOMATOFID1.17Unverified
#ModelMetricClaimedVerifiedStatus
1Dancing 2 MusicFrechet Inception Distance0.59Unverified
2AIST++Frechet Inception Distance0.57Unverified
3Dance RevolutionFrechet Inception Distance0.52Unverified
#ModelMetricClaimedVerifiedStatus
1MDMAccuracy0.99Unverified
2MLDAccuracy0.96Unverified
#ModelMetricClaimedVerifiedStatus
1Motion AnythingFID21.46Unverified
#ModelMetricClaimedVerifiedStatus
1Match-TTSGMean Opinion Score3.44Unverified