SOTAVerified

Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

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Showing 1351–1400 of 1466 papers

TitleStatusHype
MotionCanvas: Cinematic Shot Design with Controllable Image-to-Video Generation—0
MotionCharacter: Identity-Preserving and Motion Controllable Human Video Generation—0
Motion Control for Enhanced Complex Action Video Generation—0
Motion-I2V: Consistent and Controllable Image-to-Video Generation with Explicit Motion Modeling—0
MotionMaster: Training-free Camera Motion Transfer For Video Generation—0
Motion Modes: What Could Happen Next?—0
MotionPro: A Precise Motion Controller for Image-to-Video Generation—0
Motion Prompting: Controlling Video Generation with Motion Trajectories—0
MotionStone: Decoupled Motion Intensity Modulation with Diffusion Transformer for Image-to-Video Generation—0
MotionZero:Exploiting Motion Priors for Zero-shot Text-to-Video Generation—0
Motion-Zero: Zero-Shot Moving Object Control Framework for Diffusion-Based Video Generation—0
MoTrans: Customized Motion Transfer with Text-driven Video Diffusion Models—0
MoVideo: Motion-Aware Video Generation with Diffusion Models—0
MovieDreamer: Hierarchical Generation for Coherent Long Visual Sequence—0
Movie Gen: SWOT Analysis of Meta's Generative AI Foundation Model for Transforming Media Generation, Advertising, and Entertainment Industries—0
MOVi: Training-free Text-conditioned Multi-Object Video Generation—0
MSC: Multi-Scale Spatio-Temporal Causal Attention for Autoregressive Video Diffusion—0
MSG score: A Comprehensive Evaluation for Multi-Scene Video Generation—0
MEVG: Multi-event Video Generation with Text-to-Video Models—0
Multi-Frame Content Integration with a Spatio-Temporal Attention Mechanism for Person Video Motion Transfer—0
Multi Modal Adaptive Normalization for Audio to Video Generation—0
Multi-Modal Generative AI: Multi-modal LLM, Diffusion and Beyond—0
Multi-object Video Generation from Single Frame Layouts—0
Multi-sentence Video Grounding for Long Video Generation—0
Multi-Shot Character Consistency for Text-to-Video Generation—0
Multi-subject Open-set Personalization in Video Generation—0
Music Consistency Models—0
MusicInfuser: Making Video Diffusion Listen and Dance—0
MVPortrait: Text-Guided Motion and Emotion Control for Multi-view Vivid Portrait Animation—0
MyGo: Consistent and Controllable Multi-View Driving Video Generation with Camera Control—0
Neural Cell Video Synthesis via Optical-Flow Diffusion—0
Neural Rendering and Its Hardware Acceleration: A Review—0
NeuroCine: Decoding Vivid Video Sequences from Human Brain Activties—0
Next Block Prediction: Video Generation via Semi-Auto-Regressive Modeling—0
NLDF: Neural Light Dynamic Fields for Efficient 3D Talking Head Generation—0
Noise Crystallization and Liquid Noise: Zero-shot Video Generation using Image Diffusion Models—0
NUWA-XL: Diffusion over Diffusion for eXtremely Long Video Generation—0
Object-Centric World Model for Language-Guided Manipulation—0
ObjectMover: Generative Object Movement with Video Prior—0
OD-VAE: An Omni-dimensional Video Compressor for Improving Latent Video Diffusion Model—0
OmniAvatar: Efficient Audio-Driven Avatar Video Generation with Adaptive Body Animation—0
OmniCam: Unified Multimodal Video Generation via Camera Control—0
OmniCreator: Self-Supervised Unified Generation with Universal Editing—0
OmniDrag: Enabling Motion Control for Omnidirectional Image-to-Video Generation—0
OmniHuman-1: Rethinking the Scaling-Up of One-Stage Conditioned Human Animation Models—0
OmniVDiff: Omni Controllable Video Diffusion for Generation and Understanding—0
One-Minute Video Generation with Test-Time Training—0
One Shot Audio to Animated Video Generation—0
One-Shot Face Video Re-enactment using Hybrid Latent Spaces of StyleGAN2—0
One-Shot Learning Meets Depth Diffusion in Multi-Object Videos—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