SOTAVerified

Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

Showing 801850 of 1466 papers

TitleStatusHype
Faster Image2Video Generation: A Closer Look at CLIP Image Embedding's Impact on Spatio-Temporal Cross-Attentions0
SV4D: Dynamic 3D Content Generation with Multi-Frame and Multi-View Consistency0
HumanVid: Demystifying Training Data for Camera-controllable Human Image AnimationCode3
Fréchet Video Motion Distance: A Metric for Evaluating Motion Consistency in VideosCode2
MovieDreamer: Hierarchical Generation for Coherent Long Visual Sequence0
Diffusion Transformer Captures Spatial-Temporal Dependencies: A Theory for Gaussian Process Data0
Anchored Diffusion for Video Face Reenactment0
T2V-CompBench: A Comprehensive Benchmark for Compositional Text-to-video GenerationCode2
Unlearning Concepts from Text-to-Video Diffusion Models0
Multi-sentence Video Grounding for Long Video Generation0
Streetscapes: Large-scale Consistent Street View Generation Using Autoregressive Video Diffusion0
Towards Understanding Unsafe Video GenerationCode0
VD3D: Taming Large Video Diffusion Transformers for 3D Camera Control0
A Survey of Defenses against AI-generated Visual Media: Detection, Disruption, and Authentication0
IDOL: Unified Dual-Modal Latent Diffusion for Human-Centric Joint Video-Depth GenerationCode2
Learning Online Scale Transformation for Talking Head Video Generation0
Bora: Biomedical Generalist Video Generation Model0
Inference Optimization of Foundation Models on AI Accelerators0
Still-Moving: Customized Video Generation without Customized Video Data0
A Comprehensive Survey on Human Video Generation: Challenges, Methods, and InsightsCode3
E2VIDiff: Perceptual Events-to-Video Reconstruction using Diffusion Priors0
Video-to-Audio Generation with Hidden Alignment0
VEnhancer: Generative Space-Time Enhancement for Video Generation0
Mobius: A High Efficient Spatial-Temporal Parallel Training Paradigm for Text-to-Video Generation TaskCode0
MiraData: A Large-Scale Video Dataset with Long Durations and Structured CaptionsCode4
VIMI: Grounding Video Generation through Multi-modal Instruction0
The Tug-of-War Between Deepfake Generation and Detection0
T2VSafetyBench: Evaluating the Safety of Text-to-Video Generative Models0
This&That: Language-Gesture Controlled Video Generation for Robot Planning0
LivePortrait: Efficient Portrait Animation with Stitching and Retargeting ControlCode11
GVDIFF: Grounded Text-to-Video Generation with Diffusion Models0
OpenVid-1M: A Large-Scale High-Quality Dataset for Text-to-video Generation0
Evaluation of Text-to-Video Generation Models: A Dynamics PerspectiveCode3
SVG: 3D Stereoscopic Video Generation via Denoising Frame Matrix0
MimicMotion: High-Quality Human Motion Video Generation with Confidence-aware Pose GuidanceCode1
What Matters in Detecting AI-Generated Videos like Sora?0
ChronoMagic-Bench: A Benchmark for Metamorphic Evaluation of Text-to-Time-lapse Video GenerationCode5
Q-DiT: Accurate Post-Training Quantization for Diffusion TransformersCode2
MotionBooth: Motion-Aware Customized Text-to-Video Generation0
Text-Animator: Controllable Visual Text Video Generation0
Video-Infinity: Distributed Long Video Generation0
FreeTraj: Tuning-Free Trajectory Control in Video Diffusion ModelsCode2
Dreamitate: Real-World Visuomotor Policy Learning via Video Generation0
MVOC: a training-free multiple video object composition method with diffusion modelsCode1
Identifying and Solving Conditional Image Leakage in Image-to-Video Diffusion Model0
VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation0
Video Generation with Learned Action Prior0
ExVideo: Extending Video Diffusion Models via Parameter-Efficient Post-TuningCode0
Fantastic Copyrighted Beasts and How (Not) to Generate ThemCode1
SafeSora: Towards Safety Alignment of Text2Video Generation via a Human Preference DatasetCode1
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