SOTAVerified

Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

Showing 12011250 of 1466 papers

TitleStatusHype
HOIGen-1M: A Large-scale Dataset for Human-Object Interaction Video Generation0
HOI-Swap: Swapping Objects in Videos with Hand-Object Interaction Awareness0
How Do the Hearts of Deep Fakes Beat? Deep Fake Source Detection via Interpreting Residuals with Biological Signals0
How Far is Video Generation from World Model: A Physical Law Perspective0
How I Warped Your Noise: a Temporally-Correlated Noise Prior for Diffusion Models0
How Much To Guide: Revisiting Adaptive Guidance in Classifier-Free Guidance Text-to-Vision Diffusion Models0
HRVGAN: High Resolution Video Generation using Spatio-Temporal GAN0
Human4DiT: 360-degree Human Video Generation with 4D Diffusion Transformer0
Human Action CLIPs: Detecting AI-generated Human Motion0
Human-Activity AGV Quality Assessment: A Benchmark Dataset and an Objective Evaluation Metric0
HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation0
HumanDreamer: Generating Controllable Human-Motion Videos via Decoupled Generation0
Hunyuan-GameCraft: High-dynamic Interactive Game Video Generation with Hybrid History Condition0
Hunyuan-Game: Industrial-grade Intelligent Game Creation Model0
HunyuanVideo-HOMA: Generic Human-Object Interaction in Multimodal Driven Human Animation0
HuViDPO:Enhancing Video Generation through Direct Preference Optimization for Human-Centric Alignment0
Hybrid Video Diffusion Models with 2D Triplane and 3D Wavelet Representation0
I2V3D: Controllable image-to-video generation with 3D guidance0
I2VControl-Camera: Precise Video Camera Control with Adjustable Motion Strength0
I2VGuard: Safeguarding Images against Misuse in Diffusion-based Image-to-Video Models0
I4VGen: Image as Free Stepping Stone for Text-to-Video Generation0
iButter: Neural Interactive Bullet Time Generator for Human Free-viewpoint Rendering0
Identifying and Solving Conditional Image Leakage in Image-to-Video Diffusion Model0
iDiT-HOI: Inpainting-based Hand Object Interaction Reenactment via Video Diffusion Transformer0
IF-MDM: Implicit Face Motion Diffusion Model for High-Fidelity Realtime Talking Head Generation0
ILDiff: Generate Transparent Animated Stickers by Implicit Layout Distillation0
IllumiCraft: Unified Geometry and Illumination Diffusion for Controllable Video Generation0
Imagen Video: High Definition Video Generation with Diffusion Models0
Image-to-Video Generation via 3D Facial Dynamics0
Imagine360: Immersive 360 Video Generation from Perspective Anchor0
Importance-Based Token Merging for Efficient Image and Video Generation0
Impossible Videos0
Improving Dynamic Object Interactions in Text-to-Video Generation with AI Feedback0
Improving the Diffusability of Autoencoders0
Improving Video Generation with Human Feedback0
IM-Zero: Instance-level Motion Controllable Video Generation in a Zero-shot Manner0
Individual Content and Motion Dynamics Preserved Pruning for Video Diffusion Models0
Inference Optimization of Foundation Models on AI Accelerators0
InfinityDrive: Breaking Time Limits in Driving World Models0
Inflation with Diffusion: Efficient Temporal Adaptation for Text-to-Video Super-Resolution0
InMoDeGAN: Interpretable Motion Decomposition Generative Adversarial Network for Video Generation0
InstanceCap: Improving Text-to-Video Generation via Instance-aware Structured Caption0
Instructional Video Generation0
InstructVideo: Instructing Video Diffusion Models with Human Feedback0
Intelligent Video Editing: Incorporating Modern Talking Face Generation Algorithms in a Video Editor0
Intention-driven Ego-to-Exo Video Generation0
Interactive Video Generation via Domain Adaptation0
InterAnimate: Taming Region-aware Diffusion Model for Realistic Human Interaction Animation0
InterDyn: Controllable Interactive Dynamics with Video Diffusion Models0
InternVid: A Large-scale Video-Text Dataset for Multimodal Understanding and Generation0
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