SOTAVerified

Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

Showing 9511000 of 1466 papers

TitleStatusHype
BridgeIV: Bridging Customized Image and Video Generation through Test-Time Autoregressive Identity Propagation0
Bridge to Non-Barrier Communication: Gloss-Prompted Fine-grained Cued Speech Gesture Generation with Diffusion Model0
BroadWay: Boost Your Text-to-Video Generation Model in a Training-free Way0
BrokenVideos: A Benchmark Dataset for Fine-Grained Artifact Localization in AI-Generated Videos0
BulletGen: Improving 4D Reconstruction with Bullet-Time Generation0
ByTheWay: Boost Your Text-to-Video Generation Model to Higher Quality in a Training-free Way0
CamCo: Camera-Controllable 3D-Consistent Image-to-Video Generation0
CamMimic: Zero-Shot Image To Camera Motion Personalized Video Generation Using Diffusion Models0
CamViG: Camera Aware Image-to-Video Generation with Multimodal Transformers0
Can Everybody Sign Now? Exploring Sign Language Video Generation from 2D Poses0
Can Text-to-Video Generation help Video-Language Alignment?0
Can video generation replace cinematographers? Research on the cinematic language of generated video0
Capturing Conditional Dependence via Auto-regressive Diffusion Models0
Cascaded Video Generation for Videos In-the-Wild0
Cavia: Camera-controllable Multi-view Video Diffusion with View-Integrated Attention0
Challenger: Affordable Adversarial Driving Video Generation0
ChatAnyone: Stylized Real-time Portrait Video Generation with Hierarchical Motion Diffusion Model0
CINEMA: Coherent Multi-Subject Video Generation via MLLM-Based Guidance0
CineMaster: A 3D-Aware and Controllable Framework for Cinematic Text-to-Video Generation0
CoGen: 3D Consistent Video Generation via Adaptive Conditioning for Autonomous Driving0
Collaborative Video Diffusion: Consistent Multi-video Generation with Camera Control0
CompactFlowNet: Efficient Real-time Optical Flow Estimation on Mobile Devices0
Compositional 3D-aware Video Generation with LLM Director0
Comprehensive Subjective and Objective Evaluation Method for Text-generated Video0
COMUNI: Decomposing Common and Unique Video Signals for Diffusion-based Video Generation0
ConceptMaster: Multi-Concept Video Customization on Diffusion Transformer Models Without Test-Time Tuning0
Conditional MoCoGAN for Zero-Shot Video Generation0
Conditional Video Generation Using Action-Appearance Captions0
CoNo: Consistency Noise Injection for Tuning-free Long Video Diffusion0
Consistent Zero-shot 3D Texture Synthesis Using Geometry-aware Diffusion and Temporal Video Models0
ContentV: Efficient Training of Video Generation Models with Limited Compute0
Context-aware Talking Face Video Generation0
Contextual Gesture: Co-Speech Gesture Video Generation through Context-aware Gesture Representation0
Contextual RNN-GANs for Abstract Reasoning Diagram Generation0
Continuously Controllable Facial Expression Editing in Talking Face Videos0
Continuous-Time Video Generation via Learning Motion Dynamics with Neural ODE0
Contrastive Video Textures0
Controllable Image-to-Video Translation: A Case Study on Facial Expression Generation0
Controllable Longer Image Animation with Diffusion Models0
Controllable Video Generation by Learning the Underlying Dynamical System with Neural ODE0
Controllable Video Generation through Global and Local Motion Dynamics0
Controllable Video Generation With Sparse Trajectories0
Convergence of Diffusion Models Under the Manifold Hypothesis in High-Dimensions0
Copy Motion From One to Another: Fake Motion Video Generation0
Co-Speech Gesture Video Generation with Implicit Motion-Audio Entanglement0
CPA: Camera-pose-awareness Diffusion Transformer for Video Generation0
Cross-Modal Learning for Music-to-Music-Video Description Generation0
Cross-View Exocentric to Egocentric Video Synthesis0
Ctrl-Adapter: An Efficient and Versatile Framework for Adapting Diverse Controls to Any Diffusion Model0
Ctrl-Crash: Controllable Diffusion for Realistic Car Crashes0
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