SOTAVerified

Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

Showing 13011350 of 1466 papers

TitleStatusHype
Make It Move: Controllable Image-to-Video Generation with Text DescriptionsCode1
Layered Controllable Video Generation0
NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtionCode1
Video Content Swapping Using GAN0
Xp-GAN: Unsupervised Multi-object Controllable Video Generation0
3-D PET Image Generation with tumour masks using TGANCode0
Image Comes Dancing with Collaborative Parsing-Flow Video SynthesisCode0
ViDA-MAN: Visual Dialog with Digital Humans0
Generative Adversarial Graph Convolutional Networks for Human Action SynthesisCode1
Intelligent Video Editing: Incorporating Modern Talking Face Generation Algorithms in a Video Editor0
Towards Using Clothes Style Transfer for Scenario-aware Person Video GenerationCode0
A Hierarchical Variational Neural Uncertainty Model for Stochastic Video Prediction0
Video Autoencoder: self-supervised disentanglement of static 3D structure and motion0
A review of Generative Adversarial Networks (GANs) and its applications in a wide variety of disciplines -- From Medical to Remote Sensing0
Latent Image Animator: Learning to animate image via latent space navigationCode1
Towards Generative Latent Variable Models for Speech0
Diverse Generation from a Single Video Made PossibleCode1
Conditional MoCoGAN for Zero-Shot Video Generation0
Simple Video Generation using Neural ODEs0
Click to Move: Controlling Video Generation with Sparse MotionCode1
iButter: Neural Interactive Bullet Time Generator for Human Free-viewpoint Rendering0
RockGPT: Reconstructing three-dimensional digital rocks from single two-dimensional slice from the perspective of video generation0
SLAMP: Stochastic Latent Appearance and Motion PredictionCode1
Video Generation from Text Employing Latent Path Construction for Temporal Modeling0
VirtualConductor: Music-driven Conducting Video Generation SystemCode1
Generative Video Transformer: Can Objects be the Words?0
CCVS: Context-aware Controllable Video SynthesisCode1
Speech2Video: Cross-Modal Distillation for Speech to Video Generation0
Diverse Video Generation using a Gaussian Process TriggerCode1
Cross-View Exocentric to Egocentric Video Synthesis0
FitVid: Overfitting in Pixel-Level Video PredictionCode1
Hierarchical Video Prediction Using Relational Layouts for Human-Object Interactions0
Multi-StyleGAN: Towards Image-Based Simulation of Time-Lapse Live-Cell MicroscopyCode1
NWT: Towards natural audio-to-video generation with representation learningCode0
Efficient training for future video generation based on hierarchical disentangled representation of latent variables0
Hierarchical Video Generation for Complex Data0
Image-to-Video Generation via 3D Facial Dynamics0
Editable Free-viewpoint Video Using a Layered Neural RepresentationCode1
GODIVA: Generating Open-DomaIn Videos from nAtural DescriptionsCode1
A Good Image Generator Is What You Need for High-Resolution Video SynthesisCode1
Text2Video: Text-driven Talking-head Video Synthesis with Personalized Phoneme-Pose DictionaryCode1
Adaptive Appearance RenderingCode0
VideoGPT: Video Generation using VQ-VAE and TransformersCode1
Write-a-speaker: Text-based Emotional and Rhythmic Talking-head GenerationCode1
Learning Long-Term Style-Preserving Blind Video Temporal Consistency0
Predicting Video with VQVAECode1
Dual-MTGAN: Stochastic and Deterministic Motion Transfer for Image-to-Video Synthesis0
One Shot Audio to Animated Video Generation0
Playable Video GenerationCode1
Disentangled Recurrent Wasserstein Autoencoder0
Show:102550
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MCVDFVD162,460Unverified
2VDMFVD161,396Unverified
3TGAN-v2 (128x128)FVD161,209Unverified
4MCVD (64x64)FVD161,143Unverified
5MoCoGAN-HD (256x256, unconditional)FVD16700Unverified
6MagicVideo (256x256, text-conditional)FVD16699Unverified
7TATS (256x256)FVD16635Unverified
8FIFO-DiffusionFVD128596.64Unverified
9DIGAN (128x128, unconditional)FVD16577Unverified
10LVDM (256x256, unconditional)FVD16552Unverified
#ModelMetricClaimedVerifiedStatus
1MoCoGANFVD score503Unverified
2Baseline (from LVT)FVD score320.9Unverified
3SVG-FP (from FVD)FVD score315.5Unverified
4CDNA (from FVD)FVD score296.5Unverified
5SV2P (from FVD)FVD score262.5Unverified
6SVG-LP (from vRNN)FVD score256.62Unverified
7WAMFVD score159.6Unverified
8VRNN 1LFVD score149.22Unverified
9SAVP (from vRNN)FVD score143.43Unverified
10Hier-VRNNFVD score143.4Unverified
#ModelMetricClaimedVerifiedStatus
1MoCoGAN-HD (128x128)FVD 16183.6Unverified
2TATS (128x128)FVD 16132.6Unverified
3Long-video GAN (256x256)FVD 16116.5Unverified
4DIGAN (128x128)FVD 16114.6Unverified
5Long-video GAN (128x128)FVD 16107.5Unverified
6LVDM (256x256)FVD 1695.2Unverified
7DDMIFVD 1666.25Unverified
8Latte + LeanVAEFVD 1649.59Unverified
9StyleSV (256x256)FVD 1649Unverified
#ModelMetricClaimedVerifiedStatus
1Video Diffusion ModelInception Score57Unverified
2TGAN-ODEInception Score15.2Unverified
3TGAN-FInception Score13.62Unverified
4MoCoGANInception Score12.42Unverified
5MoCoGAN-MDPInception Score11.86Unverified
6TGAN-SVCInception Score11.85Unverified
7VGANInception Score8.18Unverified
#ModelMetricClaimedVerifiedStatus
1TGAN-FInception Score22.91Unverified
2TGANv2Inception Score21.45Unverified
3TGANv2-ODEInception Score21.02Unverified
4MoCoGANInception Score12.42Unverified
5MoCoGAN-MDPInception Score11.86Unverified
6TGAN-SVCInception Score11.85Unverified
7VGANInception Score8.18Unverified
#ModelMetricClaimedVerifiedStatus
1Imagen original (constant=6)CLIP R-Precision92.12Unverified
2Imagen fully distilled (oscillate (15,1))CLIP R-Precision90.97Unverified
3Imagen distilled (constant=6)CLIP R-Precision90.88Unverified
4Imagen original (oscillate(15,1))CLIP R-Precision89.91Unverified
5Imagen fully distilled (constant=6)CLIP R-Precision89.68Unverified
6Imagen distilled (oscillate (15,1))CLIP R-Precision88.78Unverified
#ModelMetricClaimedVerifiedStatus
1DIGAN (256x256)FVD16156.7Unverified
2MoCoGAN-HD (128x128)FVD16144.7Unverified
3DIGAN (128x128)FVD16128.1Unverified
4LVDM (256x256)FVD1699Unverified
5TATS (128x128)FVD1694.6Unverified
6StyleSV (256x256)FVD1682.6Unverified
#ModelMetricClaimedVerifiedStatus
1TGANv2 (2020)Inception Score28.87Unverified
2DVD-GANInception Score27.38Unverified
3VideoGPTInception Score24.69Unverified
4TGANv2Inception Score24.34Unverified
5TGAN-FInception Score22.91Unverified
6TGANv2-ODEInception Score21.02Unverified
#ModelMetricClaimedVerifiedStatus
1DVD-GANFVD31.1Unverified
2MAGVITFVD9.9Unverified
#ModelMetricClaimedVerifiedStatus
1INR-VFVD16144Unverified
#ModelMetricClaimedVerifiedStatus
1DVD-GANFID2.16Unverified
#ModelMetricClaimedVerifiedStatus
1DVD-GANFID12.92Unverified
#ModelMetricClaimedVerifiedStatus
1DiT-XL/2 + CVAE-FT-SEFID8.59Unverified
#ModelMetricClaimedVerifiedStatus
1VideoAssembler (Zero-Shot, 256x256, class-conditional)FVD16252Unverified
#ModelMetricClaimedVerifiedStatus
1PG-SWGAN-3DFID404.1Unverified
#ModelMetricClaimedVerifiedStatus
1StyleSVFVD16207.2Unverified