SOTAVerified

Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

Showing 551600 of 1466 papers

TitleStatusHype
Sounding Video Generator: A Unified Framework for Text-guided Sounding Video GenerationCode0
Adversarial Video Generation on Complex DatasetsCode0
Source Camera Verification from Strongly Stabilized VideosCode0
Scalable Adaptive Computation for Iterative GenerationCode0
RoboScape: Physics-informed Embodied World ModelCode0
Client-driven Lightweight Method to Generate Artistic Media for Feature-length Sports VideosCode0
Artificial Intelligence for Biomedical Video GenerationCode0
RecTable: Fast Modeling Tabular Data with Rectified FlowCode0
Recycle-GAN: Unsupervised Video RetargetingCode0
Real-Time Person Image Synthesis Using a Flow Matching ModelCode0
REGIS: Refining Generated Videos via Iterative Stylistic RedesigningCode0
Protecting Your Video Content: Disrupting Automated Video-based LLM AnnotationsCode0
Programmatic Video Prediction Using Large Language ModelsCode0
Probabilistic Video Generation using Holistic Attribute ControlCode0
Point-to-Point Video GenerationCode0
Causally Steered Diffusion for Automated Video Counterfactual GenerationCode0
Order Matters: Shuffling Sequence Generation for Video PredictionCode0
A Physical Coherence Benchmark for Evaluating Video Generation Models via Optical Flow-guided Frame PredictionCode0
Dormant: Defending against Pose-driven Human Image AnimationCode0
NWT: Towards natural audio-to-video generation with representation learningCode0
Neuro-Symbolic Evaluation of Text-to-Video Models using Formal VerificationCode0
Novel-View Human Action SynthesisCode0
Annotated Biomedical Video Generation using Denoising Diffusion Probabilistic Models and Flow FieldsCode0
Music-oriented Dance Video Synthesis with Pose Perceptual LossCode0
HSTR-Net: High Spatio-Temporal Resolution Video Generation For Wide Area SurveillanceCode0
MotionVideoGAN: A Novel Video Generator Based on the Motion Space Learned from Image PairsCode0
MotionAura: Generating High-Quality and Motion Consistent Videos using Discrete DiffusionCode0
Motion Dreamer: Realizing Physically Coherent Video Generation through Scene-Aware Motion ReasoningCode0
H-MoRe: Learning Human-centric Motion Representation for Action AnalysisCode0
High-Quality Virtual Single-Viewpoint Surgical Video: Geometric Autocalibration of Multiple Cameras in Surgical LightsCode0
High Frame Rate Video Reconstruction based on an Event CameraCode0
Mobius: A High Efficient Spatial-Temporal Parallel Training Paradigm for Text-to-Video Generation TaskCode0
Hierarchical Video Generation from Orthogonal Information: Optical Flow and TextureCode0
MMDisCo: Multi-Modal Discriminator-Guided Cooperative Diffusion for Joint Audio and Video GenerationCode0
Bringing a Blurry Frame Alive at High Frame-Rate with an Event CameraCode0
MeVGAN: GAN-based Plugin Model for Video Generation with Applications in ColonoscopyCode0
Adaptive Appearance RenderingCode0
G3AN: Disentangling Appearance and Motion for Video GenerationCode0
Animating Arbitrary Objects via Deep Motion TransferCode0
Magic 1-For-1: Generating One Minute Video Clips within One MinuteCode0
Lumos-1: On Autoregressive Video Generation from a Unified Model PerspectiveCode0
Lower Dimensional Kernels for Video DiscriminatorsCode0
Learning to navigate image manifolds induced by generative adversarial networks for unsupervised video generationCode0
GLOBER: Coherent Non-autoregressive Video Generation via GLOBal Guided Video DecodERCode0
Learning to Forecast and Refine Residual Motion for Image-to-Video GenerationCode0
GenRec: Unifying Video Generation and Recognition with Diffusion ModelsCode0
LIFI: Towards Linguistically Informed Frame InterpolationCode0
Improving Video Generation for Multi-functional ApplicationsCode0
Generative Video Bi-flowCode0
Infinite Nature: Perpetual View Generation of Natural Scenes from a Single ImageCode0
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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