SOTAVerified

Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

Showing 501550 of 1466 papers

TitleStatusHype
Hierarchical Patch VAE-GAN: Generating Diverse Videos from a Single SampleCode1
DirecT2V: Large Language Models are Frame-Level Directors for Zero-Shot Text-to-Video GenerationCode1
Generative Adversarial Graph Convolutional Networks for Human Action SynthesisCode1
Generating Videos with Dynamics-aware Implicit Generative Adversarial NetworksCode1
Swap Attention in Spatiotemporal Diffusions for Text-to-Video GenerationCode1
WoVoGen: World Volume-aware Diffusion for Controllable Multi-camera Driving Scene GenerationCode1
VF-Eval: Evaluating Multimodal LLMs for Generating Feedback on AIGC VideosCode0
VGMShield: Mitigating Misuse of Video Generative ModelsCode0
VG-TVP: Multimodal Procedural Planning via Visually Grounded Text-Video PromptingCode0
DeepLandscape: Adversarial Modeling of Landscape VideosCode0
Benchmarking Generative Latent Variable Models for SpeechCode0
Vid3D: Synthesis of Dynamic 3D Scenes using 2D Video DiffusionCode0
Benchmarking Multi-dimensional AIGC Video Quality Assessment: A Dataset and Unified ModelCode0
Long Context Question Answering via Supervised Contrastive LearningCode0
GD-VDM: Generated Depth for better Diffusion-based Video GenerationCode0
Fundus2Video: Cross-Modal Angiography Video Generation from Static Fundus Photography with Clinical Knowledge GuidanceCode0
UFO: Enhancing Diffusion-Based Video Generation with a Uniform Frame OrganizerCode0
Unsupervised Learning for Physical Interaction through Video PredictionCode0
Trans4D: Realistic Geometry-Aware Transition for Compositional Text-to-4D SynthesisCode0
Towards Understanding Unsafe Video GenerationCode0
Towards Using Clothes Style Transfer for Scenario-aware Person Video GenerationCode0
Unsupervised object-centric video generation and decomposition in 3DCode0
Time-Conditioned Generative Modeling of Object-Centric Representations for Video Decomposition and PredictionCode0
CustomTTT: Motion and Appearance Customized Video Generation via Test-Time TrainingCode0
Frame-wise Conditioning Adaptation for Fine-Tuning Diffusion Models in Text-to-Video PredictionCode0
Train Sparsely, Generate Densely: Memory-efficient Unsupervised Training of High-resolution Temporal GANCode0
Talking Face Generation by Conditional Recurrent Adversarial NetworkCode0
Sync-DRAW: Automatic Video Generation using Deep Recurrent Attentive ArchitecturesCode0
A Misleading Gallery of Fluid Motion by Generative Artificial IntelligenceCode0
Synthesizing Audio from Silent Video using Sequence to Sequence ModelingCode0
StoryGAN: A Sequential Conditional GAN for Story VisualizationCode0
Stochastic Video Generation with a Learned PriorCode0
Stochastic Adversarial Video PredictionCode0
FIND: Fine-tuning Initial Noise Distribution with Policy Optimization for Diffusion ModelsCode0
Stochastic Talking Face Generation Using Latent Distribution MatchingCode0
Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large DatasetsCode0
Sounding Video Generator: A Unified Framework for Text-guided Sounding Video GenerationCode0
Source Camera Verification from Strongly Stabilized VideosCode0
3-D PET Image Generation with tumour masks using TGANCode0
Factorized-Dreamer: Training A High-Quality Video Generator with Limited and Low-Quality DataCode0
TwoStreamVAN: Improving Motion Modeling in Video GenerationCode0
Attentive Semantic Video Generation using CaptionsCode0
ExVideo: Extending Video Diffusion Models via Parameter-Efficient Post-TuningCode0
Scalable Adaptive Computation for Iterative GenerationCode0
Consistent Human Image and Video Generation with Spatially Conditioned DiffusionCode0
RoboScape: Physics-informed Embodied World ModelCode0
REGIS: Refining Generated Videos via Iterative Stylistic RedesigningCode0
Everybody Dance NowCode0
ConMo: Controllable Motion Disentanglement and Recomposition for Zero-Shot Motion TransferCode0
Recycle-GAN: Unsupervised Video RetargetingCode0
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