SOTAVerified

Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

Showing 13511400 of 1466 papers

TitleStatusHype
ArrowGAN : Learning to Generate Videos by Learning Arrow of Time0
InMoDeGAN: Interpretable Motion Decomposition Generative Adversarial Network for Video Generation0
Contrastive Video Textures0
Learning to Generate Videos Using Neural Uncertainty Priors0
VideoGen: Generative Modeling of Videos using VQ-VAE and Transformers0
Can Everybody Sign Now? Exploring Sign Language Video Generation from 2D Poses0
GlocalNet: Class-aware Long-term Human Motion Synthesis0
Infinite Nature: Perpetual View Generation of Natural Scenes from a Single ImageCode0
Robust One Shot Audio to Video Generation0
Multi Modal Adaptive Normalization for Audio to Video Generation0
Modular Action Concept Grounding in Semantic Video Prediction0
Stochastic Talking Face Generation Using Latent Distribution MatchingCode0
Everybody Sign Now: Translating Spoken Language to Photo Realistic Sign Language Video0
Latent Neural Differential Equations for Video GenerationCode1
Lets Play Music: Audio-driven Performance Video Generation0
LIFI: Towards Linguistically Informed Frame InterpolationCode0
Vid-ODE: Continuous-Time Video Generation with Neural Ordinary Differential EquationCode1
EEG to fMRI Synthesis: Is Deep Learning a candidate?0
Action Concept Grounding Network for Semantically-Consistent Video Generation0
TiVGAN: Text to Image to Video Generation with Step-by-Step Evolutionary Generator0
Pose-Guided High-Resolution Appearance Transfer via Progressive Training0
How Do the Hearts of Deep Fakes Beat? Deep Fake Source Detection via Interpreting Residuals with Biological Signals0
HRVGAN: High Resolution Video Generation using Spatio-Temporal GAN0
Recurrent Deconvolutional Generative Adversarial Networks with Application to Text Guided Video Generation0
DTVNet: Dynamic Time-lapse Video Generation via Single Still ImageCode1
DeepLandscape: Adversarial Modeling of Landscape VideosCode0
MEAD: A Large-scale Audio-visual Dataset for Emotional Talking-face GenerationCode1
Unsupervised object-centric video generation and decomposition in 3DCode0
Novel-View Human Action SynthesisCode0
Structure-Aware Human-Action GenerationCode1
Compositional Video Synthesis with Action GraphsCode1
Audeo: Audio Generation for a Silent Performance VideoCode1
Hierarchical Patch VAE-GAN: Generating Diverse Videos from a Single SampleCode1
Lyric Video Analysis Using Text Detection and Tracking0
Latent Video TransformerCode1
DeepRhythm: Exposing DeepFakes with Attentional Visual Heartbeat Rhythms0
GANs in computer vision ebookCode1
Self-Training for Domain Adaptive Scene Text Detection0
Recent Developments Combining Ensemble Smoother and Deep Generative Networks for Facies History MatchingCode1
What comprises a good talking-head video generation?: A Survey and BenchmarkCode1
Temporal Shift GAN for Large Scale Video GenerationCode1
Transformation-based Adversarial Video Prediction on Large-Scale Data0
Learning to Deblur and Generate High Frame Rate Video with an Event Camera0
Audio-driven Talking Face Video Generation with Learning-based Personalized Head PoseCode1
Exploring Spatial-Temporal Multi-Frequency Analysis for High-Fidelity and Temporal-Consistency Video PredictionCode1
Stochastic Latent Residual Video PredictionCode1
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
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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