SOTAVerified

Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

Showing 12511300 of 1466 papers

TitleStatusHype
Temporally Consistent Transformers for Video GenerationCode2
Phenaki: Variable Length Video Generation From Open Domain Textual DescriptionCode2
Imagen Video: High Definition Video Generation with Diffusion Models0
Make-A-Video: Text-to-Video Generation without Text-Video DataCode1
AutoLV: Automatic Lecture Video Generator0
Continuously Controllable Facial Expression Editing in Talking Face Videos0
Diffusion Models: A Comprehensive Survey of Methods and ApplicationsCode4
StableFace: Analyzing and Improving Motion Stability for Talking Face Generation0
StyleTalker: One-shot Style-based Audio-driven Talking Head Video Generation0
StyleFaceV: Face Video Generation via Decomposing and Recomposing Pretrained StyleGAN3Code1
CelebV-HQ: A Large-Scale Video Facial Attributes DatasetCode2
NUWA-Infinity: Autoregressive over Autoregressive Generation for Infinite Visual SynthesisCode4
Collaborative Neural Rendering using Anime Character SheetsCode2
Jointly Harnessing Prior Structures and Temporal Consistency for Sign Language Video Generation0
Client-driven Lightweight Method to Generate Artistic Media for Feature-length Sports VideosCode0
3D-Aware Video GenerationCode1
0/1 Deep Neural Networks via Block Coordinate Descent0
Diffusion Models for Video Prediction and InfillingCode1
Patch-based Object-centric Transformers for Efficient Video GenerationCode1
FlexLip: A Controllable Text-to-Lip System0
Generating Long Videos of Dynamic ScenesCode2
D'ARTAGNAN: Counterfactual Video GenerationCode1
Cascaded Video Generation for Videos In-the-Wild0
CogVideo: Large-scale Pretraining for Text-to-Video Generation via TransformersCode6
MCVD: Masked Conditional Video Diffusion for Prediction, Generation, and InterpolationCode2
Diverse Video Generation from a Single VideoCode1
Copy Motion From One to Another: Fake Motion Video Generation0
Sound-Guided Semantic Video Generation0
Dynamic Neural Textures: Generating Talking-Face Videos with Continuously Controllable Expressions0
Controllable Video Generation through Global and Local Motion Dynamics0
HSTR-Net: High Spatio-Temporal Resolution Video Generation For Wide Area SurveillanceCode0
Video Diffusion ModelsCode2
Long Video Generation with Time-Agnostic VQGAN and Time-Sensitive TransformerCode2
V3GAN: Decomposing Background, Foreground and Motion for Video Generation0
Transframer: Arbitrary Frame Prediction with Generative Models0
Diffusion Probabilistic Modeling for Video GenerationCode1
DialogueNeRF: Towards Realistic Avatar Face-to-Face Conversation Video Generation0
Depth-Aware Generative Adversarial Network for Talking Head Video GenerationCode2
StyleHEAT: One-Shot High-Resolution Editable Talking Face Generation via Pre-trained StyleGANCode2
Show Me What and Tell Me How: Video Synthesis via Multimodal ConditioningCode1
Playable Environments: Video Manipulation in Space and TimeCode1
Benchmarking Generative Latent Variable Models for SpeechCode0
Generating Videos with Dynamics-aware Implicit Generative Adversarial NetworksCode1
Non-linear Motion Estimation for Video Frame Interpolation using Space-time ConvolutionsCode1
Autoencoding Video Latents for Adversarial Video Generation0
Audio-Driven Talking Face Video Generation with Dynamic Convolution Kernels0
Unpaired Cartoon Image Synthesis via Gated Cycle Mapping0
StyleGAN-V: A Continuous Video Generator with the Price, Image Quality and Perks of StyleGAN2Code1
Continuous-Time Video Generation via Learning Motion Dynamics with Neural ODE0
Long Context Question Answering via Supervised Contrastive LearningCode0
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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