SOTAVerified

Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

Showing 14011450 of 1466 papers

TitleStatusHype
Online Pseudo-average Shifting Attention(PASA) for Robust Low-precision LLM Inference: Algorithms and Numerical Analysis0
On the Content Bias in Frechet Video Distance0
On the Limitations of Vision-Language Models in Understanding Image Transforms0
JOG3R: Towards 3D-Consistent Video Generators0
OpenHumanVid: A Large-Scale High-Quality Dataset for Enhancing Human-Centric Video Generation0
OpenVid-1M: A Large-Scale High-Quality Dataset for Text-to-video Generation0
Opportunities and challenges in the application of large artificial intelligence models in radiology0
Optical-Flow Guided Prompt Optimization for Coherent Video Generation0
Optical Flow Representation Alignment Mamba Diffusion Model for Medical Video Generation0
POS: A Prompts Optimization Suite for Augmenting Text-to-Video Generation0
OSM-Net: One-to-Many One-shot Talking Head Generation with Spontaneous Head Motions0
OSV: One Step is Enough for High-Quality Image to Video Generation0
Other Vehicle Trajectories Are Also Needed: A Driving World Model Unifies Ego-Other Vehicle Trajectories in Video Latant Space0
Ouroboros-Diffusion: Exploring Consistent Content Generation in Tuning-free Long Video Diffusion0
A Unit Enhancement and Guidance Framework for Audio-Driven Avatar Video Generation0
PaintScene4D: Consistent 4D Scene Generation from Text Prompts0
PanoWan: Lifting Diffusion Video Generation Models to 360° with Latitude/Longitude-aware Mechanisms0
Parallelized Autoregressive Visual Generation0
Parallel Multiscale Autoregressive Density Estimation0
PAROAttention: Pattern-Aware ReOrdering for Efficient Sparse and Quantized Attention in Visual Generation Models0
Passive Deepfake Detection Across Multi-modalities: A Comprehensive Survey0
Patch Matters: Training-free Fine-grained Image Caption Enhancement via Local Perception0
PatchVSR: Breaking Video Diffusion Resolution Limits with Patch-wise Video Super-Resolution0
Pathways on the Image Manifold: Image Editing via Video Generation0
People are poorly equipped to detect AI-powered voice clones0
PersonalVideo: High ID-Fidelity Video Customization without Dynamic and Semantic Degradation0
Photorealistic Video Generation with Diffusion Models0
PhysDreamer: Physics-Based Interaction with 3D Objects via Video Generation0
PhysMotion: Physics-Grounded Dynamics From a Single Image0
PlayerOne: Egocentric World Simulator0
PolyVivid: Vivid Multi-Subject Video Generation with Cross-Modal Interaction and Enhancement0
PoseCrafter: One-Shot Personalized Video Synthesis Following Flexible Pose Control0
Pose-Guided Fine-Grained Sign Language Video Generation0
Pose-Guided High-Resolution Appearance Transfer via Progressive Training0
Pose Guided Human Video Generation0
PosePilot: Steering Camera Pose for Generative World Models with Self-supervised Depth0
PoseTraj: Pose-Aware Trajectory Control in Video Diffusion0
Position: Interactive Generative Video as Next-Generation Game Engine0
Preserve Your Own Correlation: A Noise Prior for Video Diffusion Models0
ProFashion: Prototype-guided Fashion Video Generation with Multiple Reference Images0
Progressive Growing of Video Tokenizers for Highly Compressed Latent Spaces0
PromptCoT: Align Prompt Distribution via Adapted Chain-of-Thought0
ProphetDWM: A Driving World Model for Rolling Out Future Actions and Videos0
Puppet-Master: Scaling Interactive Video Generation as a Motion Prior for Part-Level Dynamics0
PV3D: A 3D Generative Model for Portrait Video Generation0
Physical Informed Driving World Model0
Q-Bench-Video: Benchmarking the Video Quality Understanding of LMMs0
Q-Bench-Video: Benchmark the Video Quality Understanding of LMMs0
Qffusion: Controllable Portrait Video Editing via Quadrant-Grid Attention Learning0
Qualitative Failures of Image Generation Models and Their Application in Detecting Deepfakes0
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