SOTAVerified

Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

Showing 401450 of 1466 papers

TitleStatusHype
TrailBlazer: Trajectory Control for Diffusion-Based Video GenerationCode1
Free-Editor: Zero-shot Text-driven 3D Scene EditingCode1
Towards Accurate Guided Diffusion Sampling through Symplectic Adjoint MethodCode1
PEEKABOO: Interactive Video Generation via Masked-DiffusionCode1
MotionCrafter: One-Shot Motion Customization of Diffusion ModelsCode1
WoVoGen: World Volume-aware Diffusion for Controllable Multi-camera Driving Scene GenerationCode1
MagicStick: Controllable Video Editing via Control Handle TransformationsCode1
BIVDiff: A Training-Free Framework for General-Purpose Video Synthesis via Bridging Image and Video Diffusion ModelsCode1
DragVideo: Interactive Drag-style Video EditingCode1
VMC: Video Motion Customization using Temporal Attention Adaption for Text-to-Video Diffusion ModelsCode1
MagDiff: Multi-Alignment Diffusion for High-Fidelity Video Generation and EditingCode1
FusionFrames: Efficient Architectural Aspects for Text-to-Video Generation PipelineCode1
FETV: A Benchmark for Fine-Grained Evaluation of Open-Domain Text-to-Video GenerationCode1
CVPR 2023 Text Guided Video Editing CompetitionCode1
FreeNoise: Tuning-Free Longer Video Diffusion via Noise ReschedulingCode1
EvalCrafter: Benchmarking and Evaluating Large Video Generation ModelsCode1
ConditionVideo: Training-Free Condition-Guided Text-to-Video GenerationCode1
Diverse and Aligned Audio-to-Video Generation via Text-to-Video Model AdaptationCode1
LAVIE: High-Quality Video Generation with Cascaded Latent Diffusion ModelsCode1
Free-Bloom: Zero-Shot Text-to-Video Generator with LLM Director and LDM AnimatorCode1
Reuse and Diffuse: Iterative Denoising for Text-to-Video GenerationCode1
StyleInV: A Temporal Style Modulated Inversion Network for Unconditional Video GenerationCode1
StoryBench: A Multifaceted Benchmark for Continuous Story VisualizationCode1
Bidirectionally Deformable Motion Modulation For Video-based Human Pose TransferCode1
DDLP: Unsupervised Object-Centric Video Prediction with Deep Dynamic Latent ParticlesCode1
Learn the Force We Can: Enabling Sparse Motion Control in Multi-Object Video GenerationCode1
Video Diffusion Models with Local-Global Context GuidanceCode1
DirecT2V: Large Language Models are Frame-Level Directors for Zero-Shot Text-to-Video GenerationCode1
Swap Attention in Spatiotemporal Diffusions for Text-to-Video GenerationCode1
Sketching the Future (STF): Applying Conditional Control Techniques to Text-to-Video ModelsCode1
Align your Latents: High-Resolution Video Synthesis with Latent Diffusion ModelsCode1
Generative Disco: Text-to-Video Generation for Music VisualizationCode1
Mask-conditioned latent diffusion for generating gastrointestinal polyp imagesCode1
Generative Recommendation: Towards Next-generation Recommender ParadigmCode1
MoStGAN-V: Video Generation with Temporal Motion StylesCode1
Fine-grained Audible Video DescriptionCode1
Feature-Conditioned Cascaded Video Diffusion Models for Precise Echocardiogram SynthesisCode1
Towards End-to-End Generative Modeling of Long Videos with Memory-Efficient Bidirectional TransformersCode1
MOSO: Decomposing MOtion, Scene and Object for Video PredictionCode1
SeqDiffuSeq: Text Diffusion with Encoder-Decoder TransformersCode1
Towards Smooth Video CompositionCode1
VIDM: Video Implicit Diffusion ModelsCode1
Tell Me What Happened: Unifying Text-guided Video Completion via Multimodal Masked Video GenerationCode1
SinFusion: Training Diffusion Models on a Single Image or VideoCode1
INR-V: A Continuous Representation Space for Video-based Generative TasksCode1
Make-A-Video: Text-to-Video Generation without Text-Video DataCode1
StyleFaceV: Face Video Generation via Decomposing and Recomposing Pretrained StyleGAN3Code1
3D-Aware Video GenerationCode1
Diffusion Models for Video Prediction and InfillingCode1
Patch-based Object-centric Transformers for Efficient Video GenerationCode1
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