SOTAVerified

Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

Showing 9511000 of 1466 papers

TitleStatusHype
LoopAnimate: Loopable Salient Object Animation0
Action-conditioned video data improves predictability0
AnimateZoo: Zero-shot Video Generation of Cross-Species Animation via Subject Alignment0
MagicTime: Time-lapse Video Generation Models as Metamorphic SimulatorsCode5
CameraCtrl: Enabling Camera Control for Text-to-Video GenerationCode4
Co-Speech Gesture Video Generation via Motion-Decoupled Diffusion ModelCode2
Evaluating Text-to-Visual Generation with Image-to-Text GenerationCode3
Grid Diffusion Models for Text-to-Video Generation0
Motion Inversion for Video CustomizationCode2
A Review of Multi-Modal Large Language and Vision Models0
Frame by Familiar Frame: Understanding Replication in Video Diffusion Models0
Tutorial on Diffusion Models for Imaging and Vision0
Annotated Biomedical Video Generation using Denoising Diffusion Probabilistic Models and Flow FieldsCode0
TC4D: Trajectory-Conditioned Text-to-4D Generation0
TRIP: Temporal Residual Learning with Image Noise Prior for Image-to-Video Diffusion Models0
A Survey on Long Video Generation: Challenges, Methods, and Prospects0
Opportunities and challenges in the application of large artificial intelligence models in radiology0
Adaptive Super Resolution For One-Shot Talking-Head GenerationCode2
Spectral Motion Alignment for Video Motion Transfer using Diffusion Models0
StreamingT2V: Consistent, Dynamic, and Extendable Long Video Generation from TextCode5
Champ: Controllable and Consistent Human Image Animation with 3D Parametric GuidanceCode7
AnyV2V: A Tuning-Free Framework For Any Video-to-Video Editing TasksCode4
Efficient Video Diffusion Models via Content-Frame Motion-Latent Decomposition0
Explorative Inbetweening of Time and Space0
Enabling Visual Composition and Animation in Unsupervised Video Generation0
StyleCineGAN: Landscape Cinemagraph Generation using a Pre-trained StyleGANCode1
Mora: Enabling Generalist Video Generation via A Multi-Agent FrameworkCode5
VSTAR: Generative Temporal Nursing for Longer Dynamic Video SynthesisCode1
S2DM: Sector-Shaped Diffusion Models for Video Generation0
AnimateDiff-Lightning: Cross-Model Diffusion Distillation0
CoCoCo: Improving Text-Guided Video Inpainting for Better Consistency, Controllability and CompatibilityCode3
AICL: Action In-Context Learning for Video Diffusion ModelCode1
Endora: Video Generation Models as Endoscopy Simulators0
DSP: Dynamic Sequence Parallelism for Multi-Dimensional TransformersCode7
Animate Your Motion: Turning Still Images into Dynamic Videos0
Video Editing via Factorized Diffusion Distillation0
Intention-driven Ego-to-Exo Video Generation0
VLOGGER: Multimodal Diffusion for Embodied Avatar Synthesis0
Follow-Your-Click: Open-domain Regional Image Animation via Short PromptsCode4
AesopAgent: Agent-driven Evolutionary System on Story-to-Video Production0
SSM Meets Video Diffusion Models: Efficient Long-Term Video Generation with Structured State SpacesCode1
DragAnything: Motion Control for Anything using Entity RepresentationCode7
Video Generation with Consistency Tuning0
DriveDreamer-2: LLM-Enhanced World Models for Diverse Driving Video GenerationCode3
WorldGPT: A Sora-Inspired Video AI Agent as Rich World Models from Text and Image Inputs0
VidProM: A Million-scale Real Prompt-Gallery Dataset for Text-to-Video Diffusion ModelsCode2
BlazeBVD: Make Scale-Time Equalization Great Again for Blind Video Deflickering0
FastVideoEdit: Leveraging Consistency Models for Efficient Text-to-Video Editing0
VideoElevator: Elevating Video Generation Quality with Versatile Text-to-Image Diffusion ModelsCode2
Sora as an AGI World Model? A Complete Survey on Text-to-Video Generation0
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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