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Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 651–700 of 1466 papers

TitleStatusHype
How I Warped Your Noise: a Temporally-Correlated Noise Prior for Diffusion Models—0
OmniCam: Unified Multimodal Video Generation via Camera Control—0
WorldPrompter: Traversable Text-to-Scene Generation—0
WorldScore: A Unified Evaluation Benchmark for World Generation—0
JointTuner: Appearance-Motion Adaptive Joint Training for Customized Video Generation—0
HumanDreamer: Generating Controllable Human-Motion Videos via Decoupled Generation—0
Any2Caption:Interpreting Any Condition to Caption for Controllable Video Generation—0
HOIGen-1M: A Large-scale Dataset for Human-Object Interaction Video Generation—0
MoCha: Towards Movie-Grade Talking Character Synthesis—0
Towards Physically Plausible Video Generation via VLM Planning—0
JavisDiT: Joint Audio-Video Diffusion Transformer with Hierarchical Spatio-Temporal Prior Synchronization—0
SketchVideo: Sketch-based Video Generation and Editing—0
Zero4D: Training-Free 4D Video Generation From Single Video Using Off-the-Shelf Video Diffusion Model—0
EchoFlow: A Foundation Model for Cardiac Ultrasound Image and Video Generation—0
CoGen: 3D Consistent Video Generation via Adaptive Conditioning for Autonomous Driving—0
Audio-driven Gesture Generation via Deviation Feature in the Latent Space—0
VideoMage: Multi-Subject and Motion Customization of Text-to-Video Diffusion Models—0
ChatAnyone: Stylized Real-time Portrait Video Generation with Hierarchical Motion Diffusion Model—0
Unconditional Priors Matter! Improving Conditional Generation of Fine-Tuned Diffusion Models—0
GAIA-2: A Controllable Multi-View Generative World Model for Autonomous Driving—0
Protecting Your Video Content: Disrupting Automated Video-based LLM AnnotationsCode0
Video Motion Graphs—0
AccidentSim: Generating Physically Realistic Vehicle Collision Videos from Real-World Accident Reports—0
RecTable: Fast Modeling Tabular Data with Rectified FlowCode0
Synthetic Video Enhances Physical Fidelity in Video Synthesis—0
FuXi-RTM: A Physics-Guided Prediction Framework with Radiative Transfer Modeling—0
FullDiT: Multi-Task Video Generative Foundation Model with Full Attention—0
AudCast: Audio-Driven Human Video Generation by Cascaded Diffusion Transformers—0
Mask^2DiT: Dual Mask-based Diffusion Transformer for Multi-Scene Long Video Generation—0
Self-Supervised Learning of Motion Concepts by Optimizing Counterfactuals—0
Zero-Shot Human-Object Interaction Synthesis with Multimodal Priors—0
Training-free Diffusion Acceleration with Bottleneck Sampling—0
Teller: Real-Time Streaming Audio-Driven Portrait Animation with Autoregressive Motion Generation—0
EvAnimate: Event-conditioned Image-to-Video Generation for Human Animation—0
Resource-Efficient Motion Control for Video Generation via Dynamic Mask Guidance—0
Aether: Geometric-Aware Unified World Modeling—0
Can Text-to-Video Generation help Video-Language Alignment?—0
Video-T1: Test-Time Scaling for Video Generation—0
TransAnimate: Taming Layer Diffusion to Generate RGBA Video—0
LongDiff: Training-Free Long Video Generation in One Go—0
RDTF: Resource-efficient Dual-mask Training Framework for Multi-frame Animated Sticker Generation—0
Generating, Fast and Slow: Scalable Parallel Video Generation with Video Interface Networks—0
Enabling Versatile Controls for Video Diffusion Models—0
Position: Interactive Generative Video as Next-Generation Game Engine—0
Re-HOLD: Video Hand Object Interaction Reenactment via adaptive Layout-instructed Diffusion Model—0
ScalingNoise: Scaling Inference-Time Search for Generating Infinite Videos—0
MagicMotion: Controllable Video Generation with Dense-to-Sparse Trajectory Guidance—0
PoseTraj: Pose-Aware Trajectory Control in Video Diffusion—0
VideoRFSplat: Direct Scene-Level Text-to-3D Gaussian Splatting Generation with Flexible Pose and Multi-View Joint Modeling—0
Temporal Regularization Makes Your Video Generator Stronger—0
Show:102550
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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