SOTAVerified

Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1201–1250 of 1466 papers

TitleStatusHype
Sora Generates Videos with Stunning Geometrical Consistency—0
Customize-A-Video: One-Shot Motion Customization of Text-to-Video Diffusion Models—0
Snap Video: Scaled Spatiotemporal Transformers for Text-to-Video Synthesis—0
Hybrid Video Diffusion Models with 2D Triplane and 3D Wavelet Representation—0
VGMShield: Mitigating Misuse of Video Generative ModelsCode0
Denoising Diffusion Probabilistic Models in Six Simple Steps—0
Direct-a-Video: Customized Video Generation with User-Directed Camera Movement and Object Motion—0
NeuroCine: Decoding Vivid Video Sequences from Human Brain Activties—0
A Survey on Generative AI and LLM for Video Generation, Understanding, and Streaming—0
Motion-I2V: Consistent and Controllable Image-to-Video Generation with Explicit Motion Modeling—0
Motion-Zero: Zero-Shot Moving Object Control Framework for Diffusion-Based Video Generation—0
CustomVideo: Customizing Text-to-Video Generation with Multiple Subjects—0
WorldDreamer: Towards General World Models for Video Generation via Predicting Masked Tokens—0
Inflation with Diffusion: Efficient Temporal Adaptation for Text-to-Video Super-Resolution—0
UniVG: Towards UNIfied-modal Video Generation—0
Towards A Better Metric for Text-to-Video Generation—0
360DVD: Controllable Panorama Video Generation with 360-Degree Video Diffusion Model—0
RAVEN: Rethinking Adversarial Video Generation with Efficient Tri-plane Networks—0
MagicVideo-V2: Multi-Stage High-Aesthetic Video Generation—0
Neural Rendering and Its Hardware Acceleration: A Review—0
PromptCoT: Align Prompt Distribution via Adapted Chain-of-Thought—0
SNED: Superposition Network Architecture Search for Efficient Video Diffusion Model—0
LAMP: Learn A Motion Pattern for Few-Shot Video Generation—0
DiffPerformer: Iterative Learning of Consistent Latent Guidance for Diffusion-based Human Video Generation—0
On the Content Bias in Frechet Video Distance—0
FlashVideo: A Framework for Swift Inference in Text-to-Video Generation—0
A Recipe for Scaling up Text-to-Video Generation with Text-free Videos—0
Align Your Gaussians: Text-to-4D with Dynamic 3D Gaussians and Composed Diffusion Models—0
VideoPoet: A Large Language Model for Zero-Shot Video Generation—0
InstructVideo: Instructing Video Diffusion Models with Human Feedback—0
VideoLCM: Video Latent Consistency Model—0
Photorealistic Video Generation with Diffusion Models—0
DreaMoving: A Human Video Generation Framework based on Diffusion Models—0
Hierarchical Spatio-temporal Decoupling for Text-to-Video Generation—0
GenDeF: Learning Generative Deformation Field for Video Generation—0
GenTron: Diffusion Transformers for Image and Video Generation—0
MEVG: Multi-event Video Generation with Text-to-Video Models—0
DreamVideo: Composing Your Dream Videos with Customized Subject and Motion—0
NewMove: Customizing text-to-video models with novel motions—0
FAAC: Facial Animation Generation with Anchor Frame and Conditional Control for Superior Fidelity and Editability—0
LivePhoto: Real Image Animation with Text-guided Motion Control—0
Fine-grained Controllable Video Generation via Object Appearance and Context—0
DreamVideo: High-Fidelity Image-to-Video Generation with Image Retention and Text Guidance—0
Generative Rendering: Controllable 4D-Guided Video Generation with 2D Diffusion Models—0
VideoBooth: Diffusion-based Video Generation with Image Prompts—0
MicroCinema: A Divide-and-Conquer Approach for Text-to-Video Generation—0
VIDiff: Translating Videos via Multi-Modal Instructions with Diffusion Models—0
ARTV: Auto-Regressive Text-to-Video Generation with Diffusion Models—0
MotionZero:Exploiting Motion Priors for Zero-shot Text-to-Video Generation—0
FlowZero: Zero-Shot Text-to-Video Synthesis with LLM-Driven Dynamic Scene Syntax—0
Show:102550
← PrevPage 25 of 30Next →
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