SOTAVerified

Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

Showing 11011150 of 1466 papers

TitleStatusHype
SparseCtrl: Adding Sparse Controls to Text-to-Video Diffusion ModelsCode6
MotionZero:Exploiting Motion Priors for Zero-shot Text-to-Video Generation0
FlowZero: Zero-Shot Text-to-Video Synthesis with LLM-Driven Dynamic Scene Syntax0
GPT4Video: A Unified Multimodal Large Language Model for lnstruction-Followed Understanding and Safety-Aware Generation0
Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large DatasetsCode0
AdaDiff: Adaptive Step Selection for Fast Diffusion Models0
Decouple Content and Motion for Conditional Image-to-Video Generation0
FusionFrames: Efficient Architectural Aspects for Text-to-Video Generation PipelineCode1
AnimateAnything: Fine-Grained Open Domain Image Animation with Motion GuidanceCode2
GPT4Motion: Scripting Physical Motions in Text-to-Video Generation via Blender-Oriented GPT Planning0
MoVideo: Motion-Aware Video Generation with Diffusion Models0
MagicPose: Realistic Human Poses and Facial Expressions Retargeting with Identity-aware DiffusionCode3
Make Pixels Dance: High-Dynamic Video Generation0
Emu Video: Factorizing Text-to-Video Generation by Explicit Image Conditioning0
LLM as an Art Director (LaDi): Using LLMs to improve Text-to-Media Generators0
MeVGAN: GAN-based Plugin Model for Video Generation with Applications in ColonoscopyCode0
FETV: A Benchmark for Fine-Grained Evaluation of Open-Domain Text-to-Video GenerationCode1
REGIS: Refining Generated Videos via Iterative Stylistic RedesigningCode0
Exploring the Hyperparameter Space of Image Diffusion Models for Echocardiogram Generation0
VideoDreamer: Customized Multi-Subject Text-to-Video Generation with Disen-Mix Finetuning0
POS: A Prompts Optimization Suite for Augmenting Text-to-Video Generation0
SEINE: Short-to-Long Video Diffusion Model for Generative Transition and PredictionCode2
The Missing U for Efficient Diffusion Models0
VideoCrafter1: Open Diffusion Models for High-Quality Video GenerationCode5
CVPR 2023 Text Guided Video Editing CompetitionCode1
FreeNoise: Tuning-Free Longer Video Diffusion via Noise ReschedulingCode1
EvalCrafter: Benchmarking and Evaluating Large Video Generation ModelsCode1
LAMP: Learn A Motion Pattern for Few-Shot-Based Video GenerationCode2
A Survey on Video Diffusion ModelsCode4
DrivingDiffusion: Layout-Guided multi-view driving scene video generation with latent diffusion modelCode2
Echocardiography video synthesis from end diastolic semantic map via diffusion model0
ConditionVideo: Training-Free Condition-Guided Text-to-Video GenerationCode1
Language Model Beats Diffusion -- Tokenizer is Key to Visual GenerationCode4
RT-GAN: Recurrent Temporal GAN for Adding Lightweight Temporal Consistency to Frame-Based Domain Translation Approaches0
LLM-grounded Video Diffusion Models0
OSM-Net: One-to-Many One-shot Talking Head Generation with Spontaneous Head Motions0
Diverse and Aligned Audio-to-Video Generation via Text-to-Video Model AdaptationCode1
Show-1: Marrying Pixel and Latent Diffusion Models for Text-to-Video GenerationCode3
LAVIE: High-Quality Video Generation with Cascaded Latent Diffusion ModelsCode1
VideoDirectorGPT: Consistent Multi-scene Video Generation via LLM-Guided Planning0
Free-Bloom: Zero-Shot Text-to-Video Generator with LLM Director and LDM AnimatorCode1
GLOBER: Coherent Non-autoregressive Video Generation via GLOBal Guided Video DecodERCode0
FreeU: Free Lunch in Diffusion U-NetCode3
DriveDreamer: Towards Real-world-driven World Models for Autonomous DrivingCode2
The Power of Sound (TPoS): Audio Reactive Video Generation with Stable Diffusion0
Reuse and Diffuse: Iterative Denoising for Text-to-Video GenerationCode1
RenAIssance: A Survey into AI Text-to-Image Generation in the Era of Large Model0
VideoGen: A Reference-Guided Latent Diffusion Approach for High Definition Text-to-Video Generation0
StyleInV: A Temporal Style Modulated Inversion Network for Unconditional Video GenerationCode1
Explaining Vision and Language through Graphs of Events in Space and Time0
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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