SOTAVerified

Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

Showing 651700 of 1466 papers

TitleStatusHype
Framer: Interactive Frame Interpolation0
NewMove: Customizing text-to-video models with novel motions0
Frame by Familiar Frame: Understanding Replication in Video Diffusion Models0
Customize-A-Video: One-Shot Motion Customization of Text-to-Video Diffusion Models0
Automated 3D Physical Simulation of Open-world Scene with Gaussian Splatting0
AnchorCrafter: Animate CyberAnchors Saling Your Products via Human-Object Interacting Video Generation0
FrameBridge: Improving Image-to-Video Generation with Bridge Models0
FPSAttention: Training-Aware FP8 and Sparsity Co-Design for Fast Video Diffusion0
Force Prompting: Video Generation Models Can Learn and Generalize Physics-based Control Signals0
Follow-Your-Pose v2: Multiple-Condition Guided Character Image Animation for Stable Pose Control0
AutoLV: Automatic Lecture Video Generator0
Follow-Your-MultiPose: Tuning-Free Multi-Character Text-to-Video Generation via Pose Guidance0
Ctrl-Crash: Controllable Diffusion for Realistic Car Crashes0
Follow-Your-Creation: Empowering 4D Creation through Video Inpainting0
Ctrl-Adapter: An Efficient and Versatile Framework for Adapting Diverse Controls to Any Diffusion Model0
Autoencoding Video Latents for Adversarial Video Generation0
FluidNexus: 3D Fluid Reconstruction and Prediction from a Single Video0
FlowZero: Zero-Shot Text-to-Video Synthesis with LLM-Driven Dynamic Scene Syntax0
Cross-View Exocentric to Egocentric Video Synthesis0
FloVD: Optical Flow Meets Video Diffusion Model for Enhanced Camera-Controlled Video Synthesis0
FLOAT: Generative Motion Latent Flow Matching for Audio-driven Talking Portrait0
Cross-Modal Learning for Music-to-Music-Video Description Generation0
FLIP: Flow-Centric Generative Planning as General-Purpose Manipulation World Model0
FlexLip: A Controllable Text-to-Lip System0
Fleximo: Towards Flexible Text-to-Human Motion Video Generation0
CPA: Camera-pose-awareness Diffusion Transformer for Video Generation0
Audio-Visual Speech Representation Expert for Enhanced Talking Face Video Generation and Evaluation0
Action2Dialogue: Generating Character-Centric Narratives from Scene-Level Prompts0
3DTrajMaster: Mastering 3D Trajectory for Multi-Entity Motion in Video Generation0
FlexiDiT: Your Diffusion Transformer Can Easily Generate High-Quality Samples with Less Compute0
Co-Speech Gesture Video Generation with Implicit Motion-Audio Entanglement0
FlexCache: Flexible Approximate Cache System for Video Diffusion0
Audio-Sync Video Generation with Multi-Stream Temporal Control0
FlashVideo: A Framework for Swift Inference in Text-to-Video Generation0
Fisher Flow Matching for Generative Modeling over Discrete Data0
Copy Motion From One to Another: Fake Motion Video Generation0
Audio-Driven Talking Face Video Generation with Dynamic Convolution Kernels0
FingER: Content Aware Fine-grained Evaluation with Reasoning for AI-Generated Videos0
FinePhys: Fine-grained Human Action Generation by Explicitly Incorporating Physical Laws for Effective Skeletal Guidance0
Fine-grained Controllable Video Generation via Object Appearance and Context0
Convergence of Diffusion Models Under the Manifold Hypothesis in High-Dimensions0
Fine-gained Zero-shot Video Sampling0
Controllable Video Generation With Sparse Trajectories0
Audio-driven Gesture Generation via Deviation Feature in the Latent Space0
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation0
FFA Sora, video generation as fundus fluorescein angiography simulator0
Controllable Video Generation through Global and Local Motion Dynamics0
Controllable Video Generation by Learning the Underlying Dynamical System with Neural ODE0
Controllable Longer Image Animation with Diffusion Models0
FastVideoEdit: Leveraging Consistency Models for Efficient Text-to-Video Editing0
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