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Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

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Showing 1251–1300 of 1466 papers

TitleStatusHype
ViBe: A Text-to-Video Benchmark for Evaluating Hallucination in Large Multimodal Models—0
ViBiDSampler: Enhancing Video Interpolation Using Bidirectional Diffusion Sampler—0
ViDA-MAN: Visual Dialog with Digital Humans—0
VidCRAFT3: Camera, Object, and Lighting Control for Image-to-Video Generation—0
VideoAnydoor: High-fidelity Video Object Insertion with Precise Motion Control—0
Video as the New Language for Real-World Decision Making—0
VideoAuteur: Towards Long Narrative Video Generation—0
Video Autoencoder: self-supervised disentanglement of static 3D structure and motion—0
Video-Bench: Human-Aligned Video Generation Benchmark—0
VideoBooth: Diffusion-based Video Generation with Image Prompts—0
Video Content Swapping Using GAN—0
Video Creation by Demonstration—0
VideoDirectorGPT: Consistent Multi-scene Video Generation via LLM-Guided Planning—0
VideoDPO: Omni-Preference Alignment for Video Diffusion Generation—0
VideoDreamer: Customized Multi-Subject Text-to-Video Generation with Disen-Mix Finetuning—0
Video Editing via Factorized Diffusion Distillation—0
VideoFlow: A Conditional Flow-Based Model for Stochastic Video Generation—0
VideoGen: A Reference-Guided Latent Diffusion Approach for High Definition Text-to-Video Generation—0
Video Generation Beyond a Single Clip—0
Video Generation from Text Employing Latent Path Construction for Temporal Modeling—0
Video Generation with Consistency Tuning—0
Video Generation with Learned Action Prior—0
VideoGen: Generative Modeling of Videos using VQ-VAE and Transformers—0
VideoGen-of-Thought: Step-by-step generating multi-shot video with minimal manual intervention—0
VideoGrain: Modulating Space-Time Attention for Multi-grained Video Editing—0
Video-Infinity: Distributed Long Video Generation—0
Video Is Worth a Thousand Images: Exploring the Latest Trends in Long Video Generation—0
VideoJAM: Joint Appearance-Motion Representations for Enhanced Motion Generation in Video Models—0
Video Latent Flow Matching: Optimal Polynomial Projections for Video Interpolation and Extrapolation—0
VideoLCM: Video Latent Consistency Model—0
VideoMage: Multi-Subject and Motion Customization of Text-to-Video Diffusion Models—0
VideoMAR: Autoregressive Video Generatio with Continuous Tokens—0
VideoMerge: Towards Training-free Long Video Generation—0
Video Motion Graphs—0
VideoPanda: Video Panoramic Diffusion with Multi-view Attention—0
Video Perception Models for 3D Scene Synthesis—0
VideoPhy: Evaluating Physical Commonsense for Video Generation—0
VideoPoet: A Large Language Model for Zero-Shot Video Generation—0
VideoRepair: Improving Text-to-Video Generation via Misalignment Evaluation and Localized Refinement—0
VideoRFSplat: Direct Scene-Level Text-to-3D Gaussian Splatting Generation with Flexible Pose and Multi-View Joint Modeling—0
Video Signature: In-generation Watermarking for Latent Video Diffusion Models—0
Rethinking Video Super-Resolution: Towards Diffusion-Based Methods without Motion Alignment—0
Video-T1: Test-Time Scaling for Video Generation—0
Video-to-Audio Generation with Fine-grained Temporal Semantics—0
Video-to-Audio Generation with Hidden Alignment—0
Video Virtual Try-on with Conditional Diffusion Transformer Inpainter—0
VideoWorld: Exploring Knowledge Learning from Unlabeled Videos—0
VIDiff: Translating Videos via Multi-Modal Instructions with Diffusion Models—0
VidMan: Exploiting Implicit Dynamics from Video Diffusion Model for Effective Robot Manipulation—0
VidPanos: Generative Panoramic Videos from Casual Panning Videos—0
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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