SOTAVerified

Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

Showing 851900 of 1466 papers

TitleStatusHype
WorldScore: A Unified Evaluation Benchmark for World Generation0
WorldSimBench: Towards Video Generation Models as World Simulators0
X-Dancer: Expressive Music to Human Dance Video Generation0
xGen-VideoSyn-1: High-fidelity Text-to-Video Synthesis with Compressed Representations0
Xp-GAN: Unsupervised Multi-object Controllable Video Generation0
Zero4D: Training-Free 4D Video Generation From Single Video Using Off-the-Shelf Video Diffusion Model0
ZeroHSI: Zero-Shot 4D Human-Scene Interaction by Video Generation0
Generating Videos of Zero-Shot Compositions of Actions and Objects0
Zero-Shot Human-Object Interaction Synthesis with Multimodal Priors0
Zero-Shot Video Editing through Adaptive Sliding Score Distillation0
0/1 Deep Neural Networks via Block Coordinate Descent0
Zeroth-order Informed Fine-Tuning for Diffusion Model: A Recursive Likelihood Ratio Optimizer0
Reenact Anything: Semantic Video Motion Transfer Using Motion-Textual Inversion0
VidGen-1M: A Large-Scale Dataset for Text-to-video Generation0
Aquarius: A Family of Industry-Level Video Generation Models for Marketing Scenarios0
Face Consistency Benchmark for GenAI Video0
360DVD: Controllable Panorama Video Generation with 360-Degree Video Diffusion Model0
3DDesigner: Towards Photorealistic 3D Object Generation and Editing with Text-guided Diffusion Models0
3D Gaussian Splatting with Normal Information for Mesh Extraction and Improved Rendering0
3DGS-Enhancer: Enhancing Unbounded 3D Gaussian Splatting with View-consistent 2D Diffusion Priors0
3DTrajMaster: Mastering 3D Trajectory for Multi-Entity Motion in Video Generation0
4Diffusion: Multi-view Video Diffusion Model for 4D Generation0
4Real: Towards Photorealistic 4D Scene Generation via Video Diffusion Models0
Abductive Ego-View Accident Video Understanding for Safe Driving Perception0
AC3D: Analyzing and Improving 3D Camera Control in Video Diffusion Transformers0
Accelerating Diffusion Sampling via Exploiting Local Transition Coherence0
Accelerating Image Generation with Sub-path Linear Approximation Model0
Accelerating Video Diffusion Models via Distribution Matching0
AccidentSim: Generating Physically Realistic Vehicle Collision Videos from Real-World Accident Reports0
ACDC: Autoregressive Coherent Multimodal Generation using Diffusion Correction0
Action2Dialogue: Generating Character-Centric Narratives from Scene-Level Prompts0
Action Concept Grounding Network for Semantically-Consistent Video Generation0
Modular Action Concept Grounding in Semantic Video Prediction0
Action-conditioned video data improves predictability0
AdaDiff: Adaptive Step Selection for Fast Diffusion Models0
Adapting Image-to-Video Diffusion Models for Large-Motion Frame Interpolation0
Adaptive Caching for Faster Video Generation with Diffusion Transformers0
Ada-TTA: Towards Adaptive High-Quality Text-to-Talking Avatar Synthesis0
Advancing Auto-Regressive Continuation for Video Frames0
Advancing Video Quality Assessment for AIGC0
AesopAgent: Agent-driven Evolutionary System on Story-to-Video Production0
Aether: Geometric-Aware Unified World Modeling0
A Hierarchical Variational Neural Uncertainty Model for Stochastic Video Prediction0
AKiRa: Augmentation Kit on Rays for optical video generation0
Alignment is All You Need: A Training-free Augmentation Strategy for Pose-guided Video Generation0
Align Your Gaussians: Text-to-4D with Dynamic 3D Gaussians and Composed Diffusion Models0
AnchorCrafter: Animate CyberAnchors Saling Your Products via Human-Object Interacting Video Generation0
Anchored Diffusion for Video Face Reenactment0
AniClipart: Clipart Animation with Text-to-Video Priors0
AniGS: Animatable Gaussian Avatar from a Single Image with Inconsistent Gaussian Reconstruction0
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