SOTAVerified

Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

Showing 14011450 of 1466 papers

TitleStatusHype
Bringing a Blurry Frame Alive at High Frame-Rate with an Event CameraCode0
Sounding Video Generator: A Unified Framework for Text-guided Sounding Video GenerationCode0
VideoUFO: A Million-Scale User-Focused Dataset for Text-to-Video GenerationCode0
Animating Arbitrary Objects via Deep Motion TransferCode0
Scalable Adaptive Computation for Iterative GenerationCode0
Video Generation from Single Semantic Label MapCode0
Benchmarking Generative Latent Variable Models for SpeechCode0
ExVideo: Extending Video Diffusion Models via Parameter-Efficient Post-TuningCode0
Benchmarking Multi-dimensional AIGC Video Quality Assessment: A Dataset and Unified ModelCode0
ImmersePro: End-to-End Stereo Video Synthesis Via Implicit Disparity LearningCode0
RoboScape: Physics-informed Embodied World ModelCode0
UFO: Enhancing Diffusion-Based Video Generation with a Uniform Frame OrganizerCode0
Everybody Dance NowCode0
Image Comes Dancing with Collaborative Parsing-Flow Video SynthesisCode0
TwoStreamVAN: Improving Motion Modeling in Video GenerationCode0
REGIS: Refining Generated Videos via Iterative Stylistic RedesigningCode0
Recycle-GAN: Unsupervised Video RetargetingCode0
HSTR-Net: High Spatio-Temporal Resolution Video Generation For Wide Area SurveillanceCode0
RecTable: Fast Modeling Tabular Data with Rectified FlowCode0
H-MoRe: Learning Human-centric Motion Representation for Action AnalysisCode0
Real-Time Person Image Synthesis Using a Flow Matching ModelCode0
EMOdiffhead: Continuously Emotional Control in Talking Head Generation via DiffusionCode0
High-Quality Virtual Single-Viewpoint Surgical Video: Geometric Autocalibration of Multiple Cameras in Surgical LightsCode0
Adversarial Video Generation on Complex DatasetsCode0
Protecting Your Video Content: Disrupting Automated Video-based LLM AnnotationsCode0
Explainable and Controllable Motion Curve Guided Cardiac Ultrasound Video GenerationCode0
Dormant: Defending against Pose-driven Human Image AnimationCode0
MMDisCo: Multi-Modal Discriminator-Guided Cooperative Diffusion for Joint Audio and Video GenerationCode0
Hierarchical Video Generation from Orthogonal Information: Optical Flow and TextureCode0
Attentive Semantic Video Generation using CaptionsCode0
DeepLandscape: Adversarial Modeling of Landscape VideosCode0
Unsupervised Learning for Physical Interaction through Video PredictionCode0
Unsupervised object-centric video generation and decomposition in 3DCode0
Long Context Question Answering via Supervised Contrastive LearningCode0
VideoMaker: Zero-shot Customized Video Generation with the Inherent Force of Video Diffusion ModelsCode0
Programmatic Video Prediction Using Large Language ModelsCode0
CustomTTT: Motion and Appearance Customized Video Generation via Test-Time TrainingCode0
Probabilistic Video Generation using Holistic Attribute ControlCode0
Consistent Human Image and Video Generation with Spatially Conditioned DiffusionCode0
Point-to-Point Video GenerationCode0
Order Matters: Shuffling Sequence Generation for Video PredictionCode0
NWT: Towards natural audio-to-video generation with representation learningCode0
Novel-View Human Action SynthesisCode0
Neuro-Symbolic Evaluation of Text-to-Video Models using Formal VerificationCode0
A Misleading Gallery of Fluid Motion by Generative Artificial IntelligenceCode0
Music-oriented Dance Video Synthesis with Pose Perceptual LossCode0
GLOBER: Coherent Non-autoregressive Video Generation via GLOBal Guided Video DecodERCode0
GenRec: Unifying Video Generation and Recognition with Diffusion ModelsCode0
VF-Eval: Evaluating Multimodal LLMs for Generating Feedback on AIGC VideosCode0
ConMo: Controllable Motion Disentanglement and Recomposition for Zero-Shot Motion TransferCode0
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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