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Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

Showing 251300 of 1466 papers

TitleStatusHype
Teller: Real-Time Streaming Audio-Driven Portrait Animation with Autoregressive Motion Generation0
Can Text-to-Video Generation help Video-Language Alignment?0
EvAnimate: Event-conditioned Image-to-Video Generation for Human Animation0
Aether: Geometric-Aware Unified World Modeling0
LongDiff: Training-Free Long Video Generation in One Go0
TransAnimate: Taming Layer Diffusion to Generate RGBA Video0
RDTF: Resource-efficient Dual-mask Training Framework for Multi-frame Animated Sticker Generation0
Position: Interactive Generative Video as Next-Generation Game Engine0
Decouple and Track: Benchmarking and Improving Video Diffusion Transformers for Motion TransferCode2
Enabling Versatile Controls for Video Diffusion Models0
Generating, Fast and Slow: Scalable Parallel Video Generation with Video Interface Networks0
Re-HOLD: Video Hand Object Interaction Reenactment via adaptive Layout-instructed Diffusion Model0
MiLA: Multi-view Intensive-fidelity Long-term Video Generation World Model for Autonomous DrivingCode1
ScalingNoise: Scaling Inference-Time Search for Generating Infinite Videos0
PoseTraj: Pose-Aware Trajectory Control in Video Diffusion0
VideoRFSplat: Direct Scene-Level Text-to-3D Gaussian Splatting Generation with Flexible Pose and Multi-View Joint Modeling0
XAttention: Block Sparse Attention with Antidiagonal ScoringCode3
MagicMotion: Controllable Video Generation with Dense-to-Sparse Trajectory Guidance0
VideoGen-of-Thought: Step-by-step generating multi-shot video with minimal manual intervention0
Temporal Regularization Makes Your Video Generator Stronger0
MusicInfuser: Making Video Diffusion Listen and Dance0
Fast Autoregressive Video Generation with Diagonal Decoding0
Concat-ID: Towards Universal Identity-Preserving Video SynthesisCode2
AIGVE-Tool: AI-Generated Video Evaluation Toolkit with Multifaceted BenchmarkCode1
LeanVAE: An Ultra-Efficient Reconstruction VAE for Video Diffusion ModelsCode2
MagicComp: Training-free Dual-Phase Refinement for Compositional Video Generation0
Impossible Videos0
AUTV: Creating Underwater Video Datasets with Pixel-wise Annotations0
Frame-wise Conditioning Adaptation for Fine-Tuning Diffusion Models in Text-to-Video PredictionCode0
EQ-TAA: Equivariant Traffic Accident Anticipation via Diffusion-Based Accident Video Synthesis0
SPC-GS: Gaussian Splatting with Semantic-Prompt Consistency for Indoor Open-World Free-view Synthesis from Sparse Inputs0
SteerX: Creating Any Camera-Free 3D and 4D Scenes with Geometric SteeringCode2
Step-Video-TI2V Technical Report: A State-of-the-Art Text-Driven Image-to-Video Generation ModelCode3
HiTVideo: Hierarchical Tokenizers for Enhancing Text-to-Video Generation with Autoregressive Large Language Models0
ReCamMaster: Camera-Controlled Generative Rendering from A Single Video0
TASTE-Rob: Advancing Video Generation of Task-Oriented Hand-Object Interaction for Generalizable Robotic Manipulation0
Cross-Modal Learning for Music-to-Music-Video Description Generation0
VideoMerge: Towards Training-free Long Video Generation0
CINEMA: Coherent Multi-Subject Video Generation via MLLM-Based Guidance0
VMBench: A Benchmark for Perception-Aligned Video Motion GenerationCode2
Long Context Tuning for Video Generation0
Semantic Latent Motion for Portrait Video Generation0
Neighboring Autoregressive Modeling for Efficient Visual GenerationCode2
On the Limitations of Vision-Language Models in Understanding Image Transforms0
Accelerating Diffusion Sampling via Exploiting Local Transition Coherence0
LuciBot: Automated Robot Policy Learning from Generated Videos0
I2V3D: Controllable image-to-video generation with 3D guidance0
PISA Experiments: Exploring Physics Post-Training for Video Diffusion Models by Watching Stuff DropCode2
Other Vehicle Trajectories Are Also Needed: A Driving World Model Unifies Ego-Other Vehicle Trajectories in Video Latant Space0
Unified Dense Prediction of Video Diffusion0
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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