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Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1201–1250 of 1466 papers

TitleStatusHype
MEt3R: Measuring Multi-View Consistency in Generated Images—0
MG-Gen: Single Image to Motion Graphics Generation with Layer Decomposition—0
MicroCinema: A Divide-and-Conquer Approach for Text-to-Video Generation—0
Mimir: Improving Video Diffusion Models for Precise Text Understanding—0
Mind the Time: Temporally-Controlled Multi-Event Video Generation—0
MinD: Unified Visual Imagination and Control via Hierarchical World Models—0
MiniMax-Remover: Taming Bad Noise Helps Video Object Removal—0
MJ-VIDEO: Fine-Grained Benchmarking and Rewarding Video Preferences in Video Generation—0
MobileVidFactory: Automatic Diffusion-Based Social Media Video Generation for Mobile Devices from Text—0
MoCha: Towards Movie-Grade Talking Character Synthesis—0
Modular-Cam: Modular Dynamic Camera-view Video Generation with LLM—0
Mojito: Motion Trajectory and Intensity Control for Video Generation—0
Morpheus: Benchmarking Physical Reasoning of Video Generative Models with Real Physical Experiments—0
MotionAgent: Fine-grained Controllable Video Generation via Motion Field Agent—0
Motion-Aware Generative Frame Interpolation—0
Motion-aware Latent Diffusion Models for Video Frame Interpolation—0
MotionBooth: Motion-Aware Customized Text-to-Video Generation—0
MotionBridge: Dynamic Video Inbetweening with Flexible Controls—0
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
UniForm: A Unified Multi-Task Diffusion Transformer for Audio-Video Generation—0
UniGeo: Taming Video Diffusion for Unified Consistent Geometry Estimation—0
UniReal: Universal Image Generation and Editing via Learning Real-world Dynamics—0
UniVG: Towards UNIfied-modal Video Generation—0
Unlearning Concepts from Text-to-Video Diffusion Models—0
Unleashing Generalization of End-to-End Autonomous Driving with Controllable Long Video Generation—0
Unpaired Cartoon Image Synthesis via Gated Cycle Mapping—0
Unsupervised Bi-directional Flow-based Video Generation from one Snapshot—0
V3GAN: Decomposing Background, Foreground and Motion for Video Generation—0
VACT: A Video Automatic Causal Testing System and a Benchmark—0
VAST 1.0: A Unified Framework for Controllable and Consistent Video Generation—0
VD3D: Taming Large Video Diffusion Transformers for 3D Camera Control—0
VEnhancer: Generative Space-Time Enhancement for Video Generation—0
V-Express: Conditional Dropout for Progressive Training of Portrait Video Generation—0
VFRTok: Variable Frame Rates Video Tokenizer with Duration-Proportional Information Assumption—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