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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 151–200 of 282 papers

TitleStatusHype
MixSynthFormer: A Transformer Encoder-like Structure with Mixed Synthetic Self-attention for Efficient Human Pose Estimation—0
Analysis of Co-Laughter Gesture Relationship on RGB videos in Dyadic Conversation Contex—0
TEDi: Temporally-Entangled Diffusion for Long-Term Motion Synthesis—0
MoFusion: A Framework for Denoising-Diffusion-based Motion Synthesis—0
AAMDM: Accelerated Auto-regressive Motion Diffusion Model—0
MoLA: Motion Generation and Editing with Latent Diffusion Enhanced by Adversarial Training—0
Breaking The Limits of Text-conditioned 3D Motion Synthesis with Elaborative Descriptions—0
Text-driven Motion Generation: Overview, Challenges and Directions—0
Motion-2-to-3: Leveraging 2D Motion Data to Boost 3D Motion Generation—0
Text-to-3D Gaussian Splatting with Physics-Grounded Motion Generation—0
BiPO: Bidirectional Partial Occlusion Network for Text-to-Motion Synthesis—0
Motion-Conditioned Diffusion Model for Controllable Video Synthesis—0
BioMoDiffuse: Physics-Guided Biomechanical Diffusion for Controllable and Authentic Human Motion Synthesis—0
MotionDreamer: One-to-Many Motion Synthesis with Localized Generative Masked Transformer—0
Motion Flow Matching for Human Motion Synthesis and Editing—0
TLControl: Trajectory and Language Control for Human Motion Synthesis—0
AvatarGPT: All-in-One Framework for Motion Understanding Planning Generation and Beyond—0
AvatarGPT: All-in-One Framework for Motion Understanding, Planning, Generation and Beyond—0
Autoregressive Stylized Motion Synthesis With Generative Flow—0
MotionPCM: Real-Time Motion Synthesis with Phased Consistency Model—0
MotionPro: A Precise Motion Controller for Image-to-Video Generation—0
Towards Robust and Controllable Text-to-Motion via Masked Autoregressive Diffusion—0
Motion-R1: Chain-of-Thought Reasoning and Reinforcement Learning for Human Motion Generation—0
MotionRAG-Diff: A Retrieval-Augmented Diffusion Framework for Long-Term Music-to-Dance Generation—0
MotionScript: Natural Language Descriptions for Expressive 3D Human Motions—0
Motion Synthesis with Sparse and Flexible Keyjoint Control—0
Move as You Say Interact as You Can: Language-guided Human Motion Generation with Scene Affordance—0
Multi-Scale Control Signal-Aware Transformer for Motion Synthesis without Phase—0
Multi-Track Timeline Control for Text-Driven 3D Human Motion Generation—0
Versatile Motion Language Models for Multi-Turn Interactive Agents—0
Music2Dance: DanceNet for Music-driven Dance Generation—0
Music-driven Dance Regeneration with Controllable Key Pose Constraints—0
DanceChat: Large Language Model-Guided Music-to-Dance Generation—0
mustGAN: Multi-Stream Generative Adversarial Networks for MR Image Synthesis—0
NEURAL MARIONETTE: A Transformer-based Multi-action Human Motion Synthesis System—0
NIFTY: Neural Object Interaction Fields for Guided Human Motion Synthesis—0
Nymeria: A Massive Collection of Multimodal Egocentric Daily Motion in the Wild—0
OAKINK2: A Dataset of Bimanual Hands-Object Manipulation in Complex Task Completion—0
Object Motion Guided Human Motion Synthesis—0
OmniMotionGPT: Animal Motion Generation with Limited Data—0
One Policy but Many Worlds: A Scalable Unified Policy for Versatile Humanoid Locomotion—0
On the Benefit of Generative Foundation Models for Human Activity Recognition—0
Open-World Pose Transfer via Sequential Test-Time Adaption—0
PACE: Data-Driven Virtual Agent Interaction in Dense and Cluttered Environments—0
A Unified Masked Autoencoder with Patchified Skeletons for Motion Synthesis—0
PhysGaussian: Physics-Integrated 3D Gaussians for Generative Dynamics—0
Physics-based Human Motion Estimation and Synthesis from Videos—0
Placing Human Animations into 3D Scenes by Learning Interaction- and Geometry-Driven Keyframes—0
PlanMoGPT: Flow-Enhanced Progressive Planning for Text to Motion Synthesis—0
Towards a GENEA Leaderboard -- an Extended, Living Benchmark for Evaluating and Advancing Conversational Motion Synthesis—0
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All datasetsHumanML3DKIT Motion-LanguageAIST++InterHumanFineDanceInter-XAIOZ-GDANCELaFAN1Motion-XBRACEHumanAct12TMD

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Language2PoseFID11.02—Unverified
2Diffuion MotionFID10.21—Unverified
3Text2GestureFID5.01—Unverified
4TM2TFID1.5—Unverified
5T2MFID1.09—Unverified
6TM2D (t2m)FID1.02—Unverified
7MAAFID0.77—Unverified
8MotionDiffuseFID0.63—Unverified
9MDMFID0.54—Unverified
10MLDFID0.47—Unverified
#ModelMetricClaimedVerifiedStatus
1Text2GestureFID12.12—Unverified
2Language2PoseFID6.55—Unverified
3TEMOSFID3.72—Unverified
4TM2TFID3.6—Unverified
5T2MFID3.02—Unverified
6MotionDiffuseFID1.95—Unverified
7AttT2MFID0.87—Unverified
8T2M-GPT (τ = 0)FID0.74—Unverified
9T2M-GPT (τ = 0.5)FID0.72—Unverified
10Fg-T2MFID0.57—Unverified
#ModelMetricClaimedVerifiedStatus
1Dance RevolutionFID73.42—Unverified
2DanceNetFID69.13—Unverified
3MoFusionFID50.31—Unverified
4Lodge (DDPM)FID37.09—Unverified
5AI ChoreographerFID35.35—Unverified
6BailandoFID28.16—Unverified
7TM2D (only motion data)FID23.94—Unverified
8TM2DFID19.01—Unverified
9UDEFID17.25—Unverified
10Motion AnythingFID17.22—Unverified
#ModelMetricClaimedVerifiedStatus
1TEMOSFID17.38—Unverified
2T2MFID13.77—Unverified
3MDMFID9.17—Unverified
4ComMDMFID7.07—Unverified
5RIGFID6.78—Unverified
6FreeMotionFID6.74—Unverified
7InterGenFID5.92—Unverified
8MoMat-MoGenFID5.67—Unverified
9in2INFID5.18—Unverified
10InterMaskFID5.15—Unverified
#ModelMetricClaimedVerifiedStatus
1FACTfid_k113.38—Unverified
2MNETfid_k104.71—Unverified
3EDGEfid_k94.34—Unverified
4Bailandofid_k82.81—Unverified
5Lodge (DDIM)fid_k50—Unverified
6Lodge (DDPM)fid_k45.56—Unverified
7Lodge++fid_k40.77—Unverified
8DanceMosaicfid_k19.36—Unverified
#ModelMetricClaimedVerifiedStatus
1ComMDMFID29.27—Unverified
2TEMOSFID29.26—Unverified
3MDMFID23.7—Unverified
4T2MFID5.48—Unverified
5InterGenFID5.21—Unverified
6InterMaskFID0.4—Unverified
#ModelMetricClaimedVerifiedStatus
1GDANCERFID43.9—Unverified
2TCDiffFID42.39—Unverified
3GCDFID31.16—Unverified
4Scalable Group ChoreographyFID31.01—Unverified
#ModelMetricClaimedVerifiedStatus
1HM-VAEL2Q@50.24—Unverified
2TG-completeL2Q@50.17—Unverified
3SSMCTL2Q@50.14—Unverified
4-interpolatorL2Q@50.11—Unverified
#ModelMetricClaimedVerifiedStatus
1MDMFID3.8—Unverified
2MLDFID3.41—Unverified
3T2M-GPTFID1.37—Unverified
4HumanTOMATOFID1.17—Unverified
#ModelMetricClaimedVerifiedStatus
1Dancing 2 MusicFrechet Inception Distance0.59—Unverified
2AIST++Frechet Inception Distance0.57—Unverified
3Dance RevolutionFrechet Inception Distance0.52—Unverified
#ModelMetricClaimedVerifiedStatus
1MDMAccuracy0.99—Unverified
2MLDAccuracy0.96—Unverified
#ModelMetricClaimedVerifiedStatus
1Motion AnythingFID21.46—Unverified
#ModelMetricClaimedVerifiedStatus
1Match-TTSGMean Opinion Score3.44—Unverified