SOTAVerified

Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

Showing 901950 of 1466 papers

TitleStatusHype
Phased Consistency ModelsCode4
RefDrop: Controllable Consistency in Image or Video Generation via Reference Feature Guidance0
ClassDiffusion: More Aligned Personalization Tuning with Explicit Class GuidanceCode1
Collaborative Video Diffusion: Consistent Multi-video Generation with Camera Control0
Human4DiT: 360-degree Human Video Generation with 4D Diffusion Transformer0
Controllable Longer Image Animation with Diffusion Models0
Sync4D: Video Guided Controllable Dynamics for Physics-Based 4D Generation0
Vista: A Generalizable Driving World Model with High Fidelity and Versatile ControllabilityCode7
Disentangling Foreground and Background Motion for Enhanced Realism in Human Video Generation0
Towards Multi-Task Multi-Modal Models: A Video Generative Perspective0
Scaling Diffusion Mamba with Bidirectional SSMs for Efficient Image and Video Generation0
A Misleading Gallery of Fluid Motion by Generative Artificial IntelligenceCode0
PoseCrafter: One-Shot Personalized Video Synthesis Following Flexible Pose Control0
Fisher Flow Matching for Generative Modeling over Discrete Data0
MagicDrive3D: Controllable 3D Generation for Any-View Rendering in Street Scenes0
Video Diffusion Models are Training-free Motion Interpreter and ControllerCode2
ReVideo: Remake a Video with Motion and Content Control0
MotionCraft: Physics-based Zero-Shot Video GenerationCode1
CamViG: Camera Aware Image-to-Video Generation with Multimodal Transformers0
DisenStudio: Customized Multi-subject Text-to-Video Generation with Disentangled Spatial Control0
OpenCarbonEval: A Unified Carbon Emission Estimation Framework in Large-Scale AI ModelsCode1
FIFO-Diffusion: Generating Infinite Videos from Text without TrainingCode3
From Sora What We Can See: A Survey of Text-to-Video GenerationCode3
Dance Any Beat: Blending Beats with Visuals in Dance Video Generation0
The Lost Melody: Empirical Observations on Text-to-Video Generation From A Storytelling Perspective0
OneTo3D: One Image to Re-editable Dynamic 3D Model and Video GenerationCode1
Reviewing Intelligent Cinematography: AI research for camera-based video production0
Exposing AI-generated Videos: A Benchmark Dataset and a Local-and-Global Temporal Defect Based Detection Method0
TALC: Time-Aligned Captions for Multi-Scene Text-to-Video GenerationCode1
Audio-Visual Speech Representation Expert for Enhanced Talking Face Video Generation and Evaluation0
Vidu: a Highly Consistent, Dynamic and Skilled Text-to-Video Generator with Diffusion Models0
Video Diffusion Models: A SurveyCode2
Is Sora a World Simulator? A Comprehensive Survey on General World Models and BeyondCode4
Matten: Video Generation with Mamba-Attention0
StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video GenerationCode9
Bridge to Non-Barrier Communication: Gloss-Prompted Fine-grained Cued Speech Gesture Generation with Diffusion Model0
FlexiFilm: Long Video Generation with Flexible ConditionsCode1
Synthesizing Audio from Silent Video using Sequence to Sequence ModelingCode0
TI2V-Zero: Zero-Shot Image Conditioning for Text-to-Video Diffusion ModelsCode2
MotionMaster: Training-free Camera Motion Transfer For Video Generation0
ID-Animator: Zero-Shot Identity-Preserving Human Video GenerationCode3
TAVGBench: Benchmarking Text to Audible-Video GenerationCode1
Accelerating Image Generation with Sub-path Linear Approximation Model0
Motion-aware Latent Diffusion Models for Video Frame Interpolation0
Music Consistency Models0
PhysDreamer: Physics-Based Interaction with 3D Objects via Video Generation0
On the Content Bias in Fréchet Video DistanceCode3
AniClipart: Clipart Animation with Text-to-Video Priors0
SparseDM: Toward Sparse Efficient Diffusion Models0
Ctrl-Adapter: An Efficient and Versatile Framework for Adapting Diverse Controls to Any Diffusion Model0
Show:102550
← PrevPage 19 of 30Next →

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