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Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1151–1200 of 1466 papers

TitleStatusHype
Leveraging Pre-Trained Visual Models for AI-Generated Video Detection—0
License Plate Images Generation with Diffusion Models—0
LiftImage3D: Lifting Any Single Image to 3D Gaussians with Video Generation Priors—0
LinGen: Towards High-Resolution Minute-Length Text-to-Video Generation with Linear Computational Complexity—0
LipGen: Viseme-Guided Lip Video Generation for Enhancing Visual Speech Recognition—0
LivePhoto: Real Image Animation with Text-guided Motion Control—0
LLM as an Art Director (LaDi): Using LLMs to improve Text-to-Media Generators—0
LLM-based Realistic Safety-Critical Driving Video Generation—0
LLM-grounded Video Diffusion Models—0
LLMPopcorn: An Empirical Study of LLMs as Assistants for Popular Micro-video Generation—0
LMP: Leveraging Motion Prior in Zero-Shot Video Generation with Diffusion Transformer—0
Long Context Tuning for Video Generation—0
LongDiff: Training-Free Long Video Generation in One Go—0
LongDWM: Cross-Granularity Distillation for Building a Long-Term Driving World Model—0
Long-Term Human Video Generation of Multiple Futures Using Poses—0
Long Video Diffusion Generation with Segmented Cross-Attention and Content-Rich Video Data Curation—0
Loong: Generating Minute-level Long Videos with Autoregressive Language Models—0
LoopAnimate: Loopable Salient Object Animation—0
Loopy: Taming Audio-Driven Portrait Avatar with Long-Term Motion Dependency—0
LoViC: Efficient Long Video Generation with Context Compression—0
LuciBot: Automated Robot Policy Learning from Generated Videos—0
LumiSculpt: A Consistency Lighting Control Network for Video Generation—0
Lyric Video Analysis Using Text Detection and Tracking—0
M4V: Multi-Modal Mamba for Text-to-Video Generation—0
MagicAvatar: Multimodal Avatar Generation and Animation—0
MagicComp: Training-free Dual-Phase Refinement for Compositional Video Generation—0
MagicDrive3D: Controllable 3D Generation for Any-View Rendering in Street Scenes—0
MagicDriveDiT: High-Resolution Long Video Generation for Autonomous Driving with Adaptive Control—0
MagicInfinite: Generating Infinite Talking Videos with Your Words and Voice—0
MAGIC: Motion-Aware Generative Inference via Confidence-Guided LLM—0
MagicMotion: Controllable Video Generation with Dense-to-Sparse Trajectory Guidance—0
MagicVideo: Efficient Video Generation With Latent Diffusion Models—0
MagicVideo-V2: Multi-Stage High-Aesthetic Video Generation—0
Make-An-Animation: Large-Scale Text-conditional 3D Human Motion Generation—0
Make-A-Protagonist: Generic Video Editing with An Ensemble of Experts—0
Make Pixels Dance: High-Dynamic Video Generation—0
Make-Your-Video: Customized Video Generation Using Textual and Structural Guidance—0
MALT Diffusion: Memory-Augmented Latent Transformers for Any-Length Video Generation—0
ManipDreamer: Boosting Robotic Manipulation World Model with Action Tree and Visual Guidance—0
ManiVideo: Generating Hand-Object Manipulation Video with Dexterous and Generalizable Grasping—0
VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation—0
MarDini: Masked Autoregressive Diffusion for Video Generation at Scale—0
Markov Decision Process for Video Generation—0
Martian World Models: Controllable Video Synthesis with Physically Accurate 3D Reconstructions—0
Mask^2DiT: Dual Mask-based Diffusion Transformer for Multi-Scene Long Video Generation—0
Mask^2DiT: Dual Mask-based Diffusion Transformer for Multi-Scene Long Video Generation—0
MaskFlow: Discrete Flows For Flexible and Efficient Long Video Generation—0
Matten: Video Generation with Mamba-Attention—0
Medical Video Generation for Disease Progression Simulation—0
MEMO: Memory-Guided Diffusion for Expressive Talking 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