SOTAVerified

Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

Showing 501550 of 1466 papers

TitleStatusHype
Prompt-A-Video: Prompt Your Video Diffusion Model via Preference-Aligned LLMCode1
AV-Link: Temporally-Aligned Diffusion Features for Cross-Modal Audio-Video Generation0
Parallelized Autoregressive Visual Generation0
FlexCache: Flexible Approximate Cache System for Video Diffusion0
ManiVideo: Generating Hand-Object Manipulation Video with Dexterous and Generalizable Grasping0
Autoregressive Video Generation without Vector QuantizationCode4
Real-time One-Step Diffusion-based Expressive Portrait Videos GenerationCode1
SurgSora: Object-Aware Diffusion Model for Controllable Surgical Video Generation0
VideoDPO: Omni-Preference Alignment for Video Diffusion Generation0
AKiRa: Augmentation Kit on Rays for optical video generation0
Is Your World Simulator a Good Story Presenter? A Consecutive Events-Based Benchmark for Future Long Video Generation0
CompactFlowNet: Efficient Real-time Optical Flow Estimation on Mobile Devices0
MotionBridge: Dynamic Video Inbetweening with Flexible Controls0
VidTok: A Versatile and Open-Source Video TokenizerCode3
Can video generation replace cinematographers? Research on the cinematic language of generated video0
VG-TVP: Multimodal Procedural Planning via Visually Grounded Text-Video PromptingCode0
InterDyn: Controllable Interactive Dynamics with Video Diffusion Models0
Generative Inbetweening through Frame-wise Conditions-Driven Video GenerationCode2
DynamicScaler: Seamless and Scalable Video Generation for Panoramic Scenes0
GenLit: Reformulating Single-Image Relighting as Video Generation0
Video Diffusion Transformers are In-Context LearnersCode1
SnapGen-V: Generating a Five-Second Video within Five Seconds on a Mobile Device0
TIV-Diffusion: Towards Object-Centric Movement for Text-driven Image to Video Generation0
MSC: Multi-Scale Spatio-Temporal Causal Attention for Autoregressive Video Diffusion0
AniSora: Exploring the Frontiers of Animation Video Generation in the Sora EraCode7
LinGen: Towards High-Resolution Minute-Length Text-to-Video Generation with Linear Computational Complexity0
Enhancing Facial Consistency in Conditional Video Generation via Facial Landmark Transformation0
Mojito: Motion Trajectory and Intensity Control for Video Generation0
Video Creation by Demonstration0
OmniDrag: Enabling Motion Control for Omnidirectional Image-to-Video Generation0
Owl-1: Omni World Model for Consistent Long Video GenerationCode2
InstanceCap: Improving Text-to-Video Generation via Instance-aware Structured Caption0
LiftImage3D: Lifting Any Single Image to 3D Gaussians with Video Generation Priors0
T-SVG: Text-Driven Stereoscopic Video Generation0
UFO: Enhancing Diffusion-Based Video Generation with a Uniform Frame OrganizerCode0
Doe-1: Closed-Loop Autonomous Driving with Large World ModelCode2
SweetTokenizer: Semantic-Aware Spatial-Temporal Tokenizer for Compact Visual Discretization0
FLIP: Flow-Centric Generative Planning as General-Purpose Manipulation World Model0
Physical Informed Driving World Model0
Evaluation Agent: Efficient and Promptable Evaluation Framework for Visual Generative ModelsCode2
StyleMaster: Stylize Your Video with Artistic Generation and Translation0
From Slow Bidirectional to Fast Autoregressive Video Diffusion Models0
3DTrajMaster: Mastering 3D Trajectory for Multi-Entity Motion in Video Generation0
ACDiT: Interpolating Autoregressive Conditional Modeling and Diffusion TransformerCode1
STIV: Scalable Text and Image Conditioned Video Generation0
UniReal: Universal Image Generation and Editing via Learning Real-world Dynamics0
Multi-Shot Character Consistency for Text-to-Video Generation0
SynCamMaster: Synchronizing Multi-Camera Video Generation from Diverse ViewpointsCode4
SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations0
FlexDiT: Dynamic Token Density Control for Diffusion TransformerCode1
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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