SOTAVerified

Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

Showing 14011450 of 1466 papers

TitleStatusHype
G3AN: Disentangling Appearance and Motion for Video GenerationCode0
Generating Videos of Zero-Shot Compositions of Actions and Objects0
Source Camera Verification from Strongly Stabilized VideosCode0
Synthetic Video Generation for Robust Hand Gesture Recognition in Augmented Reality Applications0
DwNet: Dense warp-based network for pose-guided human video generationCode1
Label-Conditioned Next-Frame Video Generation with Neural Flows0
Generating Human Action Videos by Coupling 3D Game Engines and Probabilistic Graphical Models0
Markov Decision Process for Video Generation0
Goal-Conditioned Video Prediction0
Generating Persuasive Visual Storylines for Promotional Videos0
Multi-Frame Content Integration with a Spatio-Temporal Attention Mechanism for Person Video Motion Transfer0
Order Matters: Shuffling Sequence Generation for Video PredictionCode0
Adversarial Video Generation on Complex DatasetsCode0
Scaling Autoregressive Video ModelsCode1
Text-based Editing of Talking-head VideoCode1
From Here to There: Video Inbetweening Using Direct 3D ConvolutionsCode1
Improved Conditional VRNNs for Video PredictionCode0
Face Video Generation from a Single Image and Landmarks0
Long-Term Human Video Generation of Multiple Futures Using Poses0
Sliced Wasserstein Generative ModelsCode1
Point-to-Point Video GenerationCode0
FVD: A new Metric for Video Generation0
High Frame Rate Video Reconstruction based on an Event CameraCode0
Video Generation from Single Semantic Label MapCode0
VideoFlow: A Conditional Flow-Based Model for Stochastic Video Generation0
Unsupervised Bi-directional Flow-based Video Generation from one Snapshot0
Learning to navigate image manifolds induced by generative adversarial networks for unsupervised video generationCode0
Animating Arbitrary Objects via Deep Motion TransferCode0
StoryGAN: A Sequential Conditional GAN for Story VisualizationCode0
Conditional Video Generation Using Action-Appearance Captions0
TwoStreamVAN: Improving Motion Modeling in Video GenerationCode0
Bringing a Blurry Frame Alive at High Frame-Rate with an Event CameraCode0
Learning Temporal Coherence via Self-Supervision for GAN-based Video GenerationCode1
Train Sparsely, Generate Densely: Memory-efficient Unsupervised Training of High-resolution Temporal GANCode0
Event-based High Dynamic Range Image and Very High Frame Rate Video Generation using Conditional Generative Adversarial Networks0
Towards High Resolution Video Generation with Progressive Growing of Sliced Wasserstein GANsCode1
Full-body High-resolution Anime Generation with Progressive Structure-conditional Generative Adversarial Networks0
Everybody Dance NowCode0
Recycle-GAN: Unsupervised Video RetargetingCode0
Controllable Image-to-Video Translation: A Case Study on Facial Expression Generation0
Pose Guided Human Video Generation0
Learning to Forecast and Refine Residual Motion for Image-to-Video GenerationCode0
Controllable Video Generation With Sparse Trajectories0
Talking Face Generation by Conditional Recurrent Adversarial NetworkCode0
Stochastic Adversarial Video PredictionCode0
DIY Human Action Data Set Generation0
Adversarial Framework for Unsupervised Learning of Motion Dynamics in Videos0
Probabilistic Video Generation using Holistic Attribute ControlCode0
Stochastic Video Generation with a Learned PriorCode0
Every Smile is Unique: Landmark-Guided Diverse Smile Generation0
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