SOTAVerified

Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1301–1350 of 1466 papers

TitleStatusHype
VidStyleODE: Disentangled Video Editing via StyleGAN and NeuralODEs—0
Vidu: a Highly Consistent, Dynamic and Skilled Text-to-Video Generator with Diffusion Models—0
VIMI: Grounding Video Generation through Multi-modal Instruction—0
VISAGE: Video Synthesis using Action Graphs for Surgery—0
Visual Representation Learning with Stochastic Frame Prediction—0
VITON-DiT: Learning In-the-Wild Video Try-On from Human Dance Videos via Diffusion Transformers—0
Vivid-ZOO: Multi-View Video Generation with Diffusion Model—0
VLOGGER: Multimodal Diffusion for Embodied Avatar Synthesis—0
Adversarial Framework for Unsupervised Learning of Motion Dynamics in Videos—0
VQ4DiT: Efficient Post-Training Vector Quantization for Diffusion Transformers—0
We'll Fix it in Post: Improving Text-to-Video Generation with Neuro-Symbolic Feedback—0
WHALE: Towards Generalizable and Scalable World Models for Embodied Decision-making—0
What Matters in Detecting AI-Generated Videos like Sora?—0
What You See Is What Matters: A Novel Visual and Physics-Based Metric for Evaluating Video Generation Quality—0
When Video Coding Meets Multimodal Large Language Models: A Unified Paradigm for Video Coding—0
WISA: World Simulator Assistant for Physics-Aware Text-to-Video Generation—0
WonderPlay: Dynamic 3D Scene Generation from a Single Image and Actions—0
World-consistent Video Diffusion with Explicit 3D Modeling—0
WorldDreamer: Towards General World Models for Video Generation via Predicting Masked Tokens—0
WorldEval: World Model as Real-World Robot Policies Evaluator—0
WorldGPT: A Sora-Inspired Video AI Agent as Rich World Models from Text and Image Inputs—0
World Model-Based End-to-End Scene Generation for Accident Anticipation in Autonomous Driving—0
WorldPrompter: Traversable Text-to-Scene Generation—0
WorldScore: A Unified Evaluation Benchmark for World Generation—0
WorldSimBench: Towards Video Generation Models as World Simulators—0
X-Dancer: Expressive Music to Human Dance Video Generation—0
xGen-VideoSyn-1: High-fidelity Text-to-Video Synthesis with Compressed Representations—0
Xp-GAN: Unsupervised Multi-object Controllable Video Generation—0
Zero4D: Training-Free 4D Video Generation From Single Video Using Off-the-Shelf Video Diffusion Model—0
ZeroHSI: Zero-Shot 4D Human-Scene Interaction by Video Generation—0
Generating Videos of Zero-Shot Compositions of Actions and Objects—0
Zero-Shot Human-Object Interaction Synthesis with Multimodal Priors—0
Zero-Shot Video Editing through Adaptive Sliding Score Distillation—0
0/1 Deep Neural Networks via Block Coordinate Descent—0
Towards A Better Metric for Text-to-Video Generation—0
Towards Chunk-Wise Generation for Long Videos—0
Towards Generative Latent Variable Models for Speech—0
Towards motion from video diffusion models—0
Towards Multi-Task Multi-Modal Models: A Video Generative Perspective—0
Towards Physically Plausible Video Generation via VLM Planning—0
Towards Physical Understanding in Video Generation: A 3D Point Regularization Approach—0
Track4Gen: Teaching Video Diffusion Models to Track Points Improves Video Generation—0
TrackGo: A Flexible and Efficient Method for Controllable Video Generation—0
Training-free Camera Control for Video Generation—0
Training-free Diffusion Acceleration with Bottleneck Sampling—0
Training-free Guidance in Text-to-Video Generation via Multimodal Planning and Structured Noise Initialization—0
Decoupled Video Generation with Chain of Training-free Diffusion Model Experts—0
Training-Free Motion-Guided Video Generation with Enhanced Temporal Consistency Using Motion Consistency Loss—0
Trajectory Attention for Fine-grained Video Motion Control—0
TransAnimate: Taming Layer Diffusion to Generate RGBA Video—0
Show:102550
← PrevPage 27 of 30Next →
All datasetsUCF-101BAIR Robot PushingSky Time-lapseUCF-101 16 frames, 64x64, UnconditionalUCF-101 16 frames, Unconditional, Single GPULAION-400MTaichiUCF-101 16 frames, 128x128, UnconditionalKinetics-600 12 frames, 64x64How2SignKinetics-600 12 frames, 128x128Kinetics-600 48 frames, 64x64

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MCVDFVD162,460—Unverified
2VDMFVD161,396—Unverified
3TGAN-v2 (128x128)FVD161,209—Unverified
4MCVD (64x64)FVD161,143—Unverified
5MoCoGAN-HD (256x256, unconditional)FVD16700—Unverified
6MagicVideo (256x256, text-conditional)FVD16699—Unverified
7TATS (256x256)FVD16635—Unverified
8FIFO-DiffusionFVD128596.64—Unverified
9DIGAN (128x128, unconditional)FVD16577—Unverified
10LVDM (256x256, unconditional)FVD16552—Unverified
#ModelMetricClaimedVerifiedStatus
1MoCoGANFVD score503—Unverified
2Baseline (from LVT)FVD score320.9—Unverified
3SVG-FP (from FVD)FVD score315.5—Unverified
4CDNA (from FVD)FVD score296.5—Unverified
5SV2P (from FVD)FVD score262.5—Unverified
6SVG-LP (from vRNN)FVD score256.62—Unverified
7WAMFVD score159.6—Unverified
8VRNN 1LFVD score149.22—Unverified
9SAVP (from vRNN)FVD score143.43—Unverified
10Hier-VRNNFVD score143.4—Unverified
#ModelMetricClaimedVerifiedStatus
1MoCoGAN-HD (128x128)FVD 16183.6—Unverified
2TATS (128x128)FVD 16132.6—Unverified
3Long-video GAN (256x256)FVD 16116.5—Unverified
4DIGAN (128x128)FVD 16114.6—Unverified
5Long-video GAN (128x128)FVD 16107.5—Unverified
6LVDM (256x256)FVD 1695.2—Unverified
7DDMIFVD 1666.25—Unverified
8Latte + LeanVAEFVD 1649.59—Unverified
9StyleSV (256x256)FVD 1649—Unverified
#ModelMetricClaimedVerifiedStatus
1Video Diffusion ModelInception Score57—Unverified
2TGAN-ODEInception Score15.2—Unverified
3TGAN-FInception Score13.62—Unverified
4MoCoGANInception Score12.42—Unverified
5MoCoGAN-MDPInception Score11.86—Unverified
6TGAN-SVCInception Score11.85—Unverified
7VGANInception Score8.18—Unverified
#ModelMetricClaimedVerifiedStatus
1TGAN-FInception Score22.91—Unverified
2TGANv2Inception Score21.45—Unverified
3TGANv2-ODEInception Score21.02—Unverified
4MoCoGANInception Score12.42—Unverified
5MoCoGAN-MDPInception Score11.86—Unverified
6TGAN-SVCInception Score11.85—Unverified
7VGANInception Score8.18—Unverified
#ModelMetricClaimedVerifiedStatus
1Imagen original (constant=6)CLIP R-Precision92.12—Unverified
2Imagen fully distilled (oscillate (15,1))CLIP R-Precision90.97—Unverified
3Imagen distilled (constant=6)CLIP R-Precision90.88—Unverified
4Imagen original (oscillate(15,1))CLIP R-Precision89.91—Unverified
5Imagen fully distilled (constant=6)CLIP R-Precision89.68—Unverified
6Imagen distilled (oscillate (15,1))CLIP R-Precision88.78—Unverified
#ModelMetricClaimedVerifiedStatus
1DIGAN (256x256)FVD16156.7—Unverified
2MoCoGAN-HD (128x128)FVD16144.7—Unverified
3DIGAN (128x128)FVD16128.1—Unverified
4LVDM (256x256)FVD1699—Unverified
5TATS (128x128)FVD1694.6—Unverified
6StyleSV (256x256)FVD1682.6—Unverified
#ModelMetricClaimedVerifiedStatus
1TGANv2 (2020)Inception Score28.87—Unverified
2DVD-GANInception Score27.38—Unverified
3VideoGPTInception Score24.69—Unverified
4TGANv2Inception Score24.34—Unverified
5TGAN-FInception Score22.91—Unverified
6TGANv2-ODEInception Score21.02—Unverified
#ModelMetricClaimedVerifiedStatus
1DVD-GANFVD31.1—Unverified
2MAGVITFVD9.9—Unverified
#ModelMetricClaimedVerifiedStatus
1INR-VFVD16144—Unverified
#ModelMetricClaimedVerifiedStatus
1DVD-GANFID2.16—Unverified
#ModelMetricClaimedVerifiedStatus
1DVD-GANFID12.92—Unverified
#ModelMetricClaimedVerifiedStatus
1DiT-XL/2 + CVAE-FT-SEFID8.59—Unverified
#ModelMetricClaimedVerifiedStatus
1VideoAssembler (Zero-Shot, 256x256, class-conditional)FVD16252—Unverified
#ModelMetricClaimedVerifiedStatus
1PG-SWGAN-3DFID404.1—Unverified
#ModelMetricClaimedVerifiedStatus
1StyleSVFVD16207.2—Unverified