SOTAVerified

Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

Showing 801850 of 1466 papers

TitleStatusHype
VideoGen-of-Thought: Step-by-step generating multi-shot video with minimal manual intervention0
VideoGrain: Modulating Space-Time Attention for Multi-grained Video Editing0
Video-Infinity: Distributed Long Video Generation0
Video Is Worth a Thousand Images: Exploring the Latest Trends in Long Video Generation0
VideoJAM: Joint Appearance-Motion Representations for Enhanced Motion Generation in Video Models0
Video Latent Flow Matching: Optimal Polynomial Projections for Video Interpolation and Extrapolation0
VideoLCM: Video Latent Consistency Model0
VideoMage: Multi-Subject and Motion Customization of Text-to-Video Diffusion Models0
VideoMAR: Autoregressive Video Generatio with Continuous Tokens0
VideoMerge: Towards Training-free Long Video Generation0
Video Motion Graphs0
VideoPanda: Video Panoramic Diffusion with Multi-view Attention0
Video Perception Models for 3D Scene Synthesis0
VideoPhy: Evaluating Physical Commonsense for Video Generation0
VideoPoet: A Large Language Model for Zero-Shot Video Generation0
VideoRepair: Improving Text-to-Video Generation via Misalignment Evaluation and Localized Refinement0
VideoRFSplat: Direct Scene-Level Text-to-3D Gaussian Splatting Generation with Flexible Pose and Multi-View Joint Modeling0
Video Signature: In-generation Watermarking for Latent Video Diffusion Models0
Rethinking Video Super-Resolution: Towards Diffusion-Based Methods without Motion Alignment0
Video-T1: Test-Time Scaling for Video Generation0
Video-to-Audio Generation with Fine-grained Temporal Semantics0
Video-to-Audio Generation with Hidden Alignment0
Video Virtual Try-on with Conditional Diffusion Transformer Inpainter0
VideoWorld: Exploring Knowledge Learning from Unlabeled Videos0
VIDiff: Translating Videos via Multi-Modal Instructions with Diffusion Models0
VidMan: Exploiting Implicit Dynamics from Video Diffusion Model for Effective Robot Manipulation0
VidPanos: Generative Panoramic Videos from Casual Panning Videos0
VidStyleODE: Disentangled Video Editing via StyleGAN and NeuralODEs0
Vidu: a Highly Consistent, Dynamic and Skilled Text-to-Video Generator with Diffusion Models0
VIMI: Grounding Video Generation through Multi-modal Instruction0
VISAGE: Video Synthesis using Action Graphs for Surgery0
Visual Representation Learning with Stochastic Frame Prediction0
VITON-DiT: Learning In-the-Wild Video Try-On from Human Dance Videos via Diffusion Transformers0
Vivid-ZOO: Multi-View Video Generation with Diffusion Model0
VLOGGER: Multimodal Diffusion for Embodied Avatar Synthesis0
Adversarial Framework for Unsupervised Learning of Motion Dynamics in Videos0
VQ4DiT: Efficient Post-Training Vector Quantization for Diffusion Transformers0
We'll Fix it in Post: Improving Text-to-Video Generation with Neuro-Symbolic Feedback0
WHALE: Towards Generalizable and Scalable World Models for Embodied Decision-making0
What Matters in Detecting AI-Generated Videos like Sora?0
What You See Is What Matters: A Novel Visual and Physics-Based Metric for Evaluating Video Generation Quality0
When Video Coding Meets Multimodal Large Language Models: A Unified Paradigm for Video Coding0
WISA: World Simulator Assistant for Physics-Aware Text-to-Video Generation0
WonderPlay: Dynamic 3D Scene Generation from a Single Image and Actions0
World-consistent Video Diffusion with Explicit 3D Modeling0
WorldDreamer: Towards General World Models for Video Generation via Predicting Masked Tokens0
WorldEval: World Model as Real-World Robot Policies Evaluator0
WorldGPT: A Sora-Inspired Video AI Agent as Rich World Models from Text and Image Inputs0
World Model-Based End-to-End Scene Generation for Accident Anticipation in Autonomous Driving0
WorldPrompter: Traversable Text-to-Scene Generation0
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