SOTAVerified

Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

Showing 10011050 of 1466 papers

TitleStatusHype
Framer: Interactive Frame Interpolation0
Free^2Guide: Gradient-Free Path Integral Control for Enhancing Text-to-Video Generation with Large Vision-Language Models0
Free-Form Motion Control: A Synthetic Video Generation Dataset with Controllable Camera and Object Motions0
FreeLong: Training-Free Long Video Generation with SpectralBlend Temporal Attention0
FreqPrior: Improving Video Diffusion Models with Frequency Filtering Gaussian Noise0
From Generation to Generalization: Emergent Few-Shot Learning in Video Diffusion Models0
From Single Images to Motion Policies via Video-Generation Environment Representations0
From Slow Bidirectional to Fast Autoregressive Video Diffusion Models0
Full-body High-resolution Anime Generation with Progressive Structure-conditional Generative Adversarial Networks0
FullDiT2: Efficient In-Context Conditioning for Video Diffusion Transformers0
FullDiT: Multi-Task Video Generative Foundation Model with Full Attention0
Fundus to Fluorescein Angiography Video Generation as a Retinal Generative Foundation Model0
FuXi-RTM: A Physics-Guided Prediction Framework with Radiative Transfer Modeling0
FVD: A new Metric for Video Generation0
G3PT: Unleash the power of Autoregressive Modeling in 3D Generation via Cross-scale Querying Transformer0
GAIA-2: A Controllable Multi-View Generative World Model for Autonomous Driving0
GameFactory: Creating New Games with Generative Interactive Videos0
Gen2Act: Human Video Generation in Novel Scenarios enables Generalizable Robot Manipulation0
GenDDS: Generating Diverse Driving Video Scenarios with Prompt-to-Video Generative Model0
GenDeF: Learning Generative Deformation Field for Video Generation0
Gender Bias in Text-to-Video Generation Models: A case study of Sora0
Generating, Fast and Slow: Scalable Parallel Video Generation with Video Interface Networks0
Generating Human Action Videos by Coupling 3D Game Engines and Probabilistic Graphical Models0
Generating Persuasive Visual Storylines for Promotional Videos0
Generating time-consistent dynamics with discriminator-guided image diffusion models0
Generating Videos with Scene Dynamics0
Generative AI for Autonomous Driving: A Review0
Generative Ghost: Investigating Ranking Bias Hidden in AI-Generated Videos0
Generative Pre-trained Autoregressive Diffusion Transformer0
Generative Rendering: Controllable 4D-Guided Video Generation with 2D Diffusion Models0
Generative Video Propagation0
Generative Video Transformer: Can Objects be the Words?0
GenLit: Reformulating Single-Image Relighting as Video Generation0
GenMAC: Compositional Text-to-Video Generation with Multi-Agent Collaboration0
GenTron: Diffusion Transformers for Image and Video Generation0
GenVidBench: A Challenging Benchmark for Detecting AI-Generated Video0
GenWorld: Towards Detecting AI-generated Real-world Simulation Videos0
GeoMan: Temporally Consistent Human Geometry Estimation using Image-to-Video Diffusion0
Geometry-aware 4D Video Generation for Robot Manipulation0
GEVRM: Goal-Expressive Video Generation Model For Robust Visual Manipulation0
GigaVideo-1: Advancing Video Generation via Automatic Feedback with 4 GPU-Hours Fine-Tuning0
GiVE: Guiding Visual Encoder to Perceive Overlooked Information0
GlocalNet: Class-aware Long-term Human Motion Synthesis0
Goal-Conditioned Video Prediction0
GPT4Motion: Scripting Physical Motions in Text-to-Video Generation via Blender-Oriented GPT Planning0
GPT4Video: A Unified Multimodal Large Language Model for lnstruction-Followed Understanding and Safety-Aware Generation0
GR-2: A Generative Video-Language-Action Model with Web-Scale Knowledge for Robot Manipulation0
Grid Diffusion Models for Text-to-Video Generation0
GS-DiT: Advancing Video Generation with Dynamic 3D Gaussian Fields through Efficient Dense 3D Point Tracking0
GS-DiT: Advancing Video Generation with Pseudo 4D Gaussian Fields through Efficient Dense 3D Point Tracking0
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