SOTAVerified

Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

Showing 9511000 of 1466 papers

TitleStatusHype
Endora: Video Generation Models as Endoscopy Simulators0
Enhancing Facial Consistency in Conditional Video Generation via Facial Landmark Transformation0
Enhancing Multi-Text Long Video Generation Consistency without Tuning: Time-Frequency Analysis, Prompt Alignment, and Theory0
EQ-TAA: Equivariant Traffic Accident Anticipation via Diffusion-Based Accident Video Synthesis0
EVA: An Embodied World Model for Future Video Anticipation0
Evaluating Robot Policies in a World Model0
EvAnimate: Event-conditioned Image-to-Video Generation for Human Animation0
Event-based High Dynamic Range Image and Very High Frame Rate Video Generation using Conditional Generative Adversarial Networks0
Everybody Sign Now: Translating Spoken Language to Photo Realistic Sign Language Video0
Every Image Listens, Every Image Dances: Music-Driven Image Animation0
Every Smile is Unique: Landmark-Guided Diverse Smile Generation0
Explaining Vision and Language through Graphs of Events in Space and Time0
Explorative Inbetweening of Time and Space0
Exploring the Hyperparameter Space of Image Diffusion Models for Echocardiogram Generation0
Exploring the Interplay Between Video Generation and World Models in Autonomous Driving: A Survey0
Exposing AI-generated Videos: A Benchmark Dataset and a Local-and-Global Temporal Defect Based Detection Method0
Eye2Eye: A Simple Approach for Monocular-to-Stereo Video Synthesis0
FAAC: Facial Animation Generation with Anchor Frame and Conditional Control for Superior Fidelity and Editability0
FaceVid-1K: A Large-Scale High-Quality Multiracial Human Face Video Dataset0
Face Video Generation from a Single Image and Landmarks0
Facial Expression Video Generation Based-On Spatio-temporal Convolutional GAN: FEV-GAN0
Fashion-VDM: Video Diffusion Model for Virtual Try-On0
Fast Autoregressive Video Generation with Diagonal Decoding0
FasterCache: Training-Free Video Diffusion Model Acceleration with High Quality0
Faster Image2Video Generation: A Closer Look at CLIP Image Embedding's Impact on Spatio-Temporal Cross-Attentions0
FastVideoEdit: Leveraging Consistency Models for Efficient Text-to-Video Editing0
FFA Sora, video generation as fundus fluorescein angiography simulator0
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation0
Fine-gained Zero-shot Video Sampling0
Fine-grained Controllable Video Generation via Object Appearance and Context0
FinePhys: Fine-grained Human Action Generation by Explicitly Incorporating Physical Laws for Effective Skeletal Guidance0
FingER: Content Aware Fine-grained Evaluation with Reasoning for AI-Generated Videos0
Fisher Flow Matching for Generative Modeling over Discrete Data0
FlashVideo: A Framework for Swift Inference in Text-to-Video Generation0
FlexCache: Flexible Approximate Cache System for Video Diffusion0
FlexiDiT: Your Diffusion Transformer Can Easily Generate High-Quality Samples with Less Compute0
Fleximo: Towards Flexible Text-to-Human Motion Video Generation0
FlexLip: A Controllable Text-to-Lip System0
FLIP: Flow-Centric Generative Planning as General-Purpose Manipulation World Model0
FLOAT: Generative Motion Latent Flow Matching for Audio-driven Talking Portrait0
FloVD: Optical Flow Meets Video Diffusion Model for Enhanced Camera-Controlled Video Synthesis0
FlowZero: Zero-Shot Text-to-Video Synthesis with LLM-Driven Dynamic Scene Syntax0
FluidNexus: 3D Fluid Reconstruction and Prediction from a Single Video0
Follow-Your-Creation: Empowering 4D Creation through Video Inpainting0
Follow-Your-MultiPose: Tuning-Free Multi-Character Text-to-Video Generation via Pose Guidance0
Follow-Your-Pose v2: Multiple-Condition Guided Character Image Animation for Stable Pose Control0
Force Prompting: Video Generation Models Can Learn and Generalize Physics-based Control Signals0
FPSAttention: Training-Aware FP8 and Sparsity Co-Design for Fast Video Diffusion0
FrameBridge: Improving Image-to-Video Generation with Bridge Models0
Frame by Familiar Frame: Understanding Replication in Video Diffusion Models0
Show:102550
← PrevPage 20 of 30Next →

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