SOTAVerified

Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

Showing 901950 of 1466 papers

TitleStatusHype
AnimateAnything: Consistent and Controllable Animation for Video Generation0
AnimateDiff-Lightning: Cross-Model Diffusion Distillation0
Animate Your Motion: Turning Still Images into Dynamic Videos0
AnimateZoo: Zero-shot Video Generation of Cross-Species Animation via Subject Alignment0
Animating the Past: Reconstruct Trilobite via Video Generation0
Any2Caption:Interpreting Any Condition to Caption for Controllable Video Generation0
AnyCharV: Bootstrap Controllable Character Video Generation with Fine-to-Coarse Guidance0
AnyI2V: Animating Any Conditional Image with Motion Control0
APLA: Additional Perturbation for Latent Noise with Adversarial Training Enables Consistency0
ARDuP: Active Region Video Diffusion for Universal Policies0
A Recipe for Scaling up Text-to-Video Generation with Text-free Videos0
A review of Generative Adversarial Networks (GANs) and its applications in a wide variety of disciplines -- From Medical to Remote Sensing0
A Review of Multi-Modal Large Language and Vision Models0
ARLON: Boosting Diffusion Transformers with Autoregressive Models for Long Video Generation0
ArrowGAN : Learning to Generate Videos by Learning Arrow of Time0
ARTV: Auto-Regressive Text-to-Video Generation with Diffusion Models0
Articulate That Object Part (ATOP): 3D Part Articulation from Text and Motion Personalization0
A spatiotemporal style transfer algorithm for dynamic visual stimulus generation0
Astraea: A GPU-Oriented Token-wise Acceleration Framework for Video Diffusion Transformers0
A Survey of Defenses against AI-generated Visual Media: Detection, Disruption, and Authentication0
A Survey of Emerging Approaches and Advances in Video Generation0
A Survey on Generative AI and LLM for Video Generation, Understanding, and Streaming0
A Survey on Long Video Generation: Challenges, Methods, and Prospects0
A Survey on Long-Video Storytelling Generation: Architectures, Consistency, and Cinematic Quality0
A Survey on Vision Autoregressive Model0
ASurvey: Spatiotemporal Consistency in Video Generation0
AsymKV: Enabling 1-Bit Quantization of KV Cache with Layer-Wise Asymmetric Quantization Configurations0
ATI: Any Trajectory Instruction for Controllable Video Generation0
AtomoVideo: High Fidelity Image-to-Video Generation0
AudCast: Audio-Driven Human Video Generation by Cascaded Diffusion Transformers0
Audio-Driven Co-Speech Gesture Video Generation0
Audio-driven Gesture Generation via Deviation Feature in the Latent Space0
Audio-Driven Talking Face Video Generation with Dynamic Convolution Kernels0
Audio-Sync Video Generation with Multi-Stream Temporal Control0
Audio-Visual Speech Representation Expert for Enhanced Talking Face Video Generation and Evaluation0
Autoencoding Video Latents for Adversarial Video Generation0
AutoLV: Automatic Lecture Video Generator0
Automated 3D Physical Simulation of Open-world Scene with Gaussian Splatting0
AUTV: Creating Underwater Video Datasets with Pixel-wise Annotations0
AvatarShield: Visual Reinforcement Learning for Human-Centric Video Forgery Detection0
AV-DiT: Efficient Audio-Visual Diffusion Transformer for Joint Audio and Video Generation0
AV-Link: Temporally-Aligned Diffusion Features for Cross-Modal Audio-Video Generation0
Beyond Text: Implementing Multimodal Large Language Model-Powered Multi-Agent Systems Using a No-Code Platform0
Beyond the Frame: Generating 360° Panoramic Videos from Perspective Videos0
The Missing U for Efficient Diffusion Models0
BlazeBVD: Make Scale-Time Equalization Great Again for Blind Video Deflickering0
BlobGEN-Vid: Compositional Text-to-Video Generation with Blob Video Representations0
Boosting Camera Motion Control for Video Diffusion Transformers0
Bora: Biomedical Generalist Video Generation Model0
Brick-Diffusion: Generating Long Videos with Brick-to-Wall Denoising0
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