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Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 801–850 of 1466 papers

TitleStatusHype
Audio-Driven Talking Face Video Generation with Dynamic Convolution Kernels—0
Audio-Sync Video Generation with Multi-Stream Temporal Control—0
Audio-Visual Speech Representation Expert for Enhanced Talking Face Video Generation and Evaluation—0
Autoencoding Video Latents for Adversarial Video Generation—0
AutoLV: Automatic Lecture Video Generator—0
Automated 3D Physical Simulation of Open-world Scene with Gaussian Splatting—0
AUTV: Creating Underwater Video Datasets with Pixel-wise Annotations—0
AvatarShield: Visual Reinforcement Learning for Human-Centric Video Forgery Detection—0
AV-DiT: Efficient Audio-Visual Diffusion Transformer for Joint Audio and Video Generation—0
AV-Link: Temporally-Aligned Diffusion Features for Cross-Modal Audio-Video Generation—0
Beyond Text: Implementing Multimodal Large Language Model-Powered Multi-Agent Systems Using a No-Code Platform—0
Beyond the Frame: Generating 360° Panoramic Videos from Perspective Videos—0
The Missing U for Efficient Diffusion Models—0
BlazeBVD: Make Scale-Time Equalization Great Again for Blind Video Deflickering—0
BlobGEN-Vid: Compositional Text-to-Video Generation with Blob Video Representations—0
Boosting Camera Motion Control for Video Diffusion Transformers—0
Bora: Biomedical Generalist Video Generation Model—0
Brick-Diffusion: Generating Long Videos with Brick-to-Wall Denoising—0
BridgeIV: Bridging Customized Image and Video Generation through Test-Time Autoregressive Identity Propagation—0
Bridge to Non-Barrier Communication: Gloss-Prompted Fine-grained Cued Speech Gesture Generation with Diffusion Model—0
BroadWay: Boost Your Text-to-Video Generation Model in a Training-free Way—0
BrokenVideos: A Benchmark Dataset for Fine-Grained Artifact Localization in AI-Generated Videos—0
BulletGen: Improving 4D Reconstruction with Bullet-Time Generation—0
ByTheWay: Boost Your Text-to-Video Generation Model to Higher Quality in a Training-free Way—0
CamCo: Camera-Controllable 3D-Consistent Image-to-Video Generation—0
CamMimic: Zero-Shot Image To Camera Motion Personalized Video Generation Using Diffusion Models—0
CamViG: Camera Aware Image-to-Video Generation with Multimodal Transformers—0
Can Everybody Sign Now? Exploring Sign Language Video Generation from 2D Poses—0
Can Text-to-Video Generation help Video-Language Alignment?—0
Can video generation replace cinematographers? Research on the cinematic language of generated video—0
Capturing Conditional Dependence via Auto-regressive Diffusion Models—0
Cascaded Video Generation for Videos In-the-Wild—0
Cavia: Camera-controllable Multi-view Video Diffusion with View-Integrated Attention—0
Challenger: Affordable Adversarial Driving Video Generation—0
ChatAnyone: Stylized Real-time Portrait Video Generation with Hierarchical Motion Diffusion Model—0
CINEMA: Coherent Multi-Subject Video Generation via MLLM-Based Guidance—0
CineMaster: A 3D-Aware and Controllable Framework for Cinematic Text-to-Video Generation—0
CoGen: 3D Consistent Video Generation via Adaptive Conditioning for Autonomous Driving—0
Collaborative Video Diffusion: Consistent Multi-video Generation with Camera Control—0
CompactFlowNet: Efficient Real-time Optical Flow Estimation on Mobile Devices—0
Compositional 3D-aware Video Generation with LLM Director—0
Comprehensive Subjective and Objective Evaluation Method for Text-generated Video—0
COMUNI: Decomposing Common and Unique Video Signals for Diffusion-based Video Generation—0
ConceptMaster: Multi-Concept Video Customization on Diffusion Transformer Models Without Test-Time Tuning—0
Conditional MoCoGAN for Zero-Shot Video Generation—0
Conditional Video Generation Using Action-Appearance Captions—0
CoNo: Consistency Noise Injection for Tuning-free Long Video Diffusion—0
Consistent Zero-shot 3D Texture Synthesis Using Geometry-aware Diffusion and Temporal Video Models—0
ContentV: Efficient Training of Video Generation Models with Limited Compute—0
Context-aware Talking Face Video Generation—0
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All datasetsUCF-101BAIR Robot PushingSky Time-lapseUCF-101 16 frames, 64x64, UnconditionalUCF-101 16 frames, Unconditional, Single GPULAION-400MTaichiUCF-101 16 frames, 128x128, UnconditionalKinetics-600 12 frames, 64x64How2SignKinetics-600 12 frames, 128x128Kinetics-600 48 frames, 64x64

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MCVDFVD162,460—Unverified
2VDMFVD161,396—Unverified
3TGAN-v2 (128x128)FVD161,209—Unverified
4MCVD (64x64)FVD161,143—Unverified
5MoCoGAN-HD (256x256, unconditional)FVD16700—Unverified
6MagicVideo (256x256, text-conditional)FVD16699—Unverified
7TATS (256x256)FVD16635—Unverified
8FIFO-DiffusionFVD128596.64—Unverified
9DIGAN (128x128, unconditional)FVD16577—Unverified
10LVDM (256x256, unconditional)FVD16552—Unverified
#ModelMetricClaimedVerifiedStatus
1MoCoGANFVD score503—Unverified
2Baseline (from LVT)FVD score320.9—Unverified
3SVG-FP (from FVD)FVD score315.5—Unverified
4CDNA (from FVD)FVD score296.5—Unverified
5SV2P (from FVD)FVD score262.5—Unverified
6SVG-LP (from vRNN)FVD score256.62—Unverified
7WAMFVD score159.6—Unverified
8VRNN 1LFVD score149.22—Unverified
9SAVP (from vRNN)FVD score143.43—Unverified
10Hier-VRNNFVD score143.4—Unverified
#ModelMetricClaimedVerifiedStatus
1MoCoGAN-HD (128x128)FVD 16183.6—Unverified
2TATS (128x128)FVD 16132.6—Unverified
3Long-video GAN (256x256)FVD 16116.5—Unverified
4DIGAN (128x128)FVD 16114.6—Unverified
5Long-video GAN (128x128)FVD 16107.5—Unverified
6LVDM (256x256)FVD 1695.2—Unverified
7DDMIFVD 1666.25—Unverified
8Latte + LeanVAEFVD 1649.59—Unverified
9StyleSV (256x256)FVD 1649—Unverified
#ModelMetricClaimedVerifiedStatus
1Video Diffusion ModelInception Score57—Unverified
2TGAN-ODEInception Score15.2—Unverified
3TGAN-FInception Score13.62—Unverified
4MoCoGANInception Score12.42—Unverified
5MoCoGAN-MDPInception Score11.86—Unverified
6TGAN-SVCInception Score11.85—Unverified
7VGANInception Score8.18—Unverified
#ModelMetricClaimedVerifiedStatus
1TGAN-FInception Score22.91—Unverified
2TGANv2Inception Score21.45—Unverified
3TGANv2-ODEInception Score21.02—Unverified
4MoCoGANInception Score12.42—Unverified
5MoCoGAN-MDPInception Score11.86—Unverified
6TGAN-SVCInception Score11.85—Unverified
7VGANInception Score8.18—Unverified
#ModelMetricClaimedVerifiedStatus
1Imagen original (constant=6)CLIP R-Precision92.12—Unverified
2Imagen fully distilled (oscillate (15,1))CLIP R-Precision90.97—Unverified
3Imagen distilled (constant=6)CLIP R-Precision90.88—Unverified
4Imagen original (oscillate(15,1))CLIP R-Precision89.91—Unverified
5Imagen fully distilled (constant=6)CLIP R-Precision89.68—Unverified
6Imagen distilled (oscillate (15,1))CLIP R-Precision88.78—Unverified
#ModelMetricClaimedVerifiedStatus
1DIGAN (256x256)FVD16156.7—Unverified
2MoCoGAN-HD (128x128)FVD16144.7—Unverified
3DIGAN (128x128)FVD16128.1—Unverified
4LVDM (256x256)FVD1699—Unverified
5TATS (128x128)FVD1694.6—Unverified
6StyleSV (256x256)FVD1682.6—Unverified
#ModelMetricClaimedVerifiedStatus
1TGANv2 (2020)Inception Score28.87—Unverified
2DVD-GANInception Score27.38—Unverified
3VideoGPTInception Score24.69—Unverified
4TGANv2Inception Score24.34—Unverified
5TGAN-FInception Score22.91—Unverified
6TGANv2-ODEInception Score21.02—Unverified
#ModelMetricClaimedVerifiedStatus
1DVD-GANFVD31.1—Unverified
2MAGVITFVD9.9—Unverified
#ModelMetricClaimedVerifiedStatus
1INR-VFVD16144—Unverified
#ModelMetricClaimedVerifiedStatus
1DVD-GANFID2.16—Unverified
#ModelMetricClaimedVerifiedStatus
1DVD-GANFID12.92—Unverified
#ModelMetricClaimedVerifiedStatus
1DiT-XL/2 + CVAE-FT-SEFID8.59—Unverified
#ModelMetricClaimedVerifiedStatus
1VideoAssembler (Zero-Shot, 256x256, class-conditional)FVD16252—Unverified
#ModelMetricClaimedVerifiedStatus
1PG-SWGAN-3DFID404.1—Unverified
#ModelMetricClaimedVerifiedStatus
1StyleSVFVD16207.2—Unverified