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Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 851–900 of 1466 papers

TitleStatusHype
Large Motion Video Autoencoding with Cross-modal Video VAE—0
SubstationAI: Multimodal Large Model-Based Approaches for Analyzing Substation Equipment Faults—0
Adapting Image-to-Video Diffusion Models for Large-Motion Frame Interpolation—0
VAST 1.0: A Unified Framework for Controllable and Consistent Video Generation—0
Follow-Your-MultiPose: Tuning-Free Multi-Character Text-to-Video Generation via Pose Guidance—0
TCAQ-DM: Timestep-Channel Adaptive Quantization for Diffusion Models—0
DOLLAR: Few-Step Video Generation via Distillation and Latent Reward Optimization—0
CustomTTT: Motion and Appearance Customized Video Generation via Test-Time TrainingCode0
Consistent Human Image and Video Generation with Spatially Conditioned DiffusionCode0
AV-Link: Temporally-Aligned Diffusion Features for Cross-Modal Audio-Video Generation—0
Parallelized Autoregressive Visual Generation—0
DirectorLLM for Human-Centric Video Generation—0
VideoDPO: Omni-Preference Alignment for Video Diffusion Generation—0
FlexCache: Flexible Approximate Cache System for Video Diffusion—0
SurgSora: Object-Aware Diffusion Model for Controllable Surgical Video Generation—0
AKiRa: Augmentation Kit on Rays for optical video generation—0
ManiVideo: Generating Hand-Object Manipulation Video with Dexterous and Generalizable Grasping—0
CompactFlowNet: Efficient Real-time Optical Flow Estimation on Mobile Devices—0
MotionBridge: Dynamic Video Inbetweening with Flexible Controls—0
Is Your World Simulator a Good Story Presenter? A Consecutive Events-Based Benchmark for Future Long Video Generation—0
InterDyn: Controllable Interactive Dynamics with Video Diffusion Models—0
Can video generation replace cinematographers? Research on the cinematic language of generated video—0
VG-TVP: Multimodal Procedural Planning via Visually Grounded Text-Video PromptingCode0
DynamicScaler: Seamless and Scalable Video Generation for Panoramic Scenes—0
GenLit: Reformulating Single-Image Relighting as Video Generation—0
MSC: Multi-Scale Spatio-Temporal Causal Attention for Autoregressive Video Diffusion—0
TIV-Diffusion: Towards Object-Centric Movement for Text-driven Image to Video Generation—0
LinGen: Towards High-Resolution Minute-Length Text-to-Video Generation with Linear Computational Complexity—0
SnapGen-V: Generating a Five-Second Video within Five Seconds on a Mobile Device—0
Mojito: Motion Trajectory and Intensity Control for Video Generation—0
InstanceCap: Improving Text-to-Video Generation via Instance-aware Structured Caption—0
Video Creation by Demonstration—0
T-SVG: Text-Driven Stereoscopic Video Generation—0
Enhancing Facial Consistency in Conditional Video Generation via Facial Landmark Transformation—0
OmniDrag: Enabling Motion Control for Omnidirectional Image-to-Video Generation—0
LiftImage3D: Lifting Any Single Image to 3D Gaussians with Video Generation Priors—0
UFO: Enhancing Diffusion-Based Video Generation with a Uniform Frame OrganizerCode0
FLIP: Flow-Centric Generative Planning as General-Purpose Manipulation World Model—0
SweetTokenizer: Semantic-Aware Spatial-Temporal Tokenizer for Compact Visual Discretization—0
Physical Informed Driving World Model—0
Multi-Shot Character Consistency for Text-to-Video Generation—0
UniReal: Universal Image Generation and Editing via Learning Real-world Dynamics—0
StyleMaster: Stylize Your Video with Artistic Generation and Translation—0
STIV: Scalable Text and Image Conditioned Video Generation—0
From Slow Bidirectional to Fast Autoregressive Video Diffusion Models—0
3DTrajMaster: Mastering 3D Trajectory for Multi-Entity Motion in Video Generation—0
SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations—0
MotionStone: Decoupled Motion Intensity Modulation with Diffusion Transformer for Image-to-Video Generation—0
Track4Gen: Teaching Video Diffusion Models to Track Points Improves Video Generation—0
Accelerating Video Diffusion Models via Distribution Matching—0
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All datasetsUCF-101BAIR Robot PushingSky Time-lapseUCF-101 16 frames, 64x64, UnconditionalUCF-101 16 frames, Unconditional, Single GPULAION-400MTaichiUCF-101 16 frames, 128x128, UnconditionalKinetics-600 12 frames, 64x64How2SignKinetics-600 12 frames, 128x128Kinetics-600 48 frames, 64x64

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MCVDFVD162,460—Unverified
2VDMFVD161,396—Unverified
3TGAN-v2 (128x128)FVD161,209—Unverified
4MCVD (64x64)FVD161,143—Unverified
5MoCoGAN-HD (256x256, unconditional)FVD16700—Unverified
6MagicVideo (256x256, text-conditional)FVD16699—Unverified
7TATS (256x256)FVD16635—Unverified
8FIFO-DiffusionFVD128596.64—Unverified
9DIGAN (128x128, unconditional)FVD16577—Unverified
10LVDM (256x256, unconditional)FVD16552—Unverified
#ModelMetricClaimedVerifiedStatus
1MoCoGANFVD score503—Unverified
2Baseline (from LVT)FVD score320.9—Unverified
3SVG-FP (from FVD)FVD score315.5—Unverified
4CDNA (from FVD)FVD score296.5—Unverified
5SV2P (from FVD)FVD score262.5—Unverified
6SVG-LP (from vRNN)FVD score256.62—Unverified
7WAMFVD score159.6—Unverified
8VRNN 1LFVD score149.22—Unverified
9SAVP (from vRNN)FVD score143.43—Unverified
10Hier-VRNNFVD score143.4—Unverified
#ModelMetricClaimedVerifiedStatus
1MoCoGAN-HD (128x128)FVD 16183.6—Unverified
2TATS (128x128)FVD 16132.6—Unverified
3Long-video GAN (256x256)FVD 16116.5—Unverified
4DIGAN (128x128)FVD 16114.6—Unverified
5Long-video GAN (128x128)FVD 16107.5—Unverified
6LVDM (256x256)FVD 1695.2—Unverified
7DDMIFVD 1666.25—Unverified
8Latte + LeanVAEFVD 1649.59—Unverified
9StyleSV (256x256)FVD 1649—Unverified
#ModelMetricClaimedVerifiedStatus
1Video Diffusion ModelInception Score57—Unverified
2TGAN-ODEInception Score15.2—Unverified
3TGAN-FInception Score13.62—Unverified
4MoCoGANInception Score12.42—Unverified
5MoCoGAN-MDPInception Score11.86—Unverified
6TGAN-SVCInception Score11.85—Unverified
7VGANInception Score8.18—Unverified
#ModelMetricClaimedVerifiedStatus
1TGAN-FInception Score22.91—Unverified
2TGANv2Inception Score21.45—Unverified
3TGANv2-ODEInception Score21.02—Unverified
4MoCoGANInception Score12.42—Unverified
5MoCoGAN-MDPInception Score11.86—Unverified
6TGAN-SVCInception Score11.85—Unverified
7VGANInception Score8.18—Unverified
#ModelMetricClaimedVerifiedStatus
1Imagen original (constant=6)CLIP R-Precision92.12—Unverified
2Imagen fully distilled (oscillate (15,1))CLIP R-Precision90.97—Unverified
3Imagen distilled (constant=6)CLIP R-Precision90.88—Unverified
4Imagen original (oscillate(15,1))CLIP R-Precision89.91—Unverified
5Imagen fully distilled (constant=6)CLIP R-Precision89.68—Unverified
6Imagen distilled (oscillate (15,1))CLIP R-Precision88.78—Unverified
#ModelMetricClaimedVerifiedStatus
1DIGAN (256x256)FVD16156.7—Unverified
2MoCoGAN-HD (128x128)FVD16144.7—Unverified
3DIGAN (128x128)FVD16128.1—Unverified
4LVDM (256x256)FVD1699—Unverified
5TATS (128x128)FVD1694.6—Unverified
6StyleSV (256x256)FVD1682.6—Unverified
#ModelMetricClaimedVerifiedStatus
1TGANv2 (2020)Inception Score28.87—Unverified
2DVD-GANInception Score27.38—Unverified
3VideoGPTInception Score24.69—Unverified
4TGANv2Inception Score24.34—Unverified
5TGAN-FInception Score22.91—Unverified
6TGANv2-ODEInception Score21.02—Unverified
#ModelMetricClaimedVerifiedStatus
1DVD-GANFVD31.1—Unverified
2MAGVITFVD9.9—Unverified
#ModelMetricClaimedVerifiedStatus
1INR-VFVD16144—Unverified
#ModelMetricClaimedVerifiedStatus
1DVD-GANFID2.16—Unverified
#ModelMetricClaimedVerifiedStatus
1DVD-GANFID12.92—Unverified
#ModelMetricClaimedVerifiedStatus
1DiT-XL/2 + CVAE-FT-SEFID8.59—Unverified
#ModelMetricClaimedVerifiedStatus
1VideoAssembler (Zero-Shot, 256x256, class-conditional)FVD16252—Unverified
#ModelMetricClaimedVerifiedStatus
1PG-SWGAN-3DFID404.1—Unverified
#ModelMetricClaimedVerifiedStatus
1StyleSVFVD16207.2—Unverified