SOTAVerified

Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

Showing 14011450 of 1466 papers

TitleStatusHype
DeepLandscape: Adversarial Modeling of Landscape VideosCode0
Unsupervised object-centric video generation and decomposition in 3DCode0
Novel-View Human Action SynthesisCode0
Lyric Video Analysis Using Text Detection and Tracking0
DeepRhythm: Exposing DeepFakes with Attentional Visual Heartbeat Rhythms0
Self-Training for Domain Adaptive Scene Text Detection0
Transformation-based Adversarial Video Prediction on Large-Scale Data0
Learning to Deblur and Generate High Frame Rate Video with an Event Camera0
Text2Sign: Towards Sign Language Production Using Neural Machine Translation and Generative Adversarial Networks0
Lower Dimensional Kernels for Video DiscriminatorsCode0
Jointly Trained Image and Video Generation using Residual Vectors0
Music-oriented Dance Video Synthesis with Pose Perceptual LossCode0
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
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
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
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
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
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
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