SOTAVerified

Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

Showing 701750 of 1466 papers

TitleStatusHype
TASTE-Rob: Advancing Video Generation of Task-Oriented Hand-Object Interaction for Generalizable Robotic Manipulation0
TC4D: Trajectory-Conditioned Text-to-4D Generation0
TCAQ-DM: Timestep-Channel Adaptive Quantization for Diffusion Models0
Teaching Video Diffusion Model with Latent Physical Phenomenon Knowledge0
Technical Report: Competition Solution For Modelscope-Sora0
Teller: Real-Time Streaming Audio-Driven Portrait Animation with Autoregressive Motion Generation0
Temporal Regularization Makes Your Video Generator Stronger0
TesserAct: Learning 4D Embodied World Models0
Text2Sign: Towards Sign Language Production Using Neural Machine Translation and Generative Adversarial Networks0
Text2Story: Advancing Video Storytelling with Text Guidance0
Text-Animator: Controllable Visual Text Video Generation0
Text-driven Video Prediction0
The Art of Storytelling: Multi-Agent Generative AI for Dynamic Multimodal Narratives0
The Dawn of Video Generation: Preliminary Explorations with SORA-like Models0
The Devil is in the Prompts: Retrieval-Augmented Prompt Optimization for Text-to-Video Generation0
The Lost Melody: Empirical Observations on Text-to-Video Generation From A Storytelling Perspective0
The Power of Sound (TPoS): Audio Reactive Video Generation with Stable Diffusion0
The Role of Video Generation in Enhancing Data-Limited Action Understanding0
The Tug-of-War Between Deepfake Generation and Detection0
Think Before You Diffuse: LLMs-Guided Physics-Aware Video Generation0
This&That: Language-Gesture Controlled Video Generation for Robot Planning0
Through-The-Mask: Mask-based Motion Trajectories for Image-to-Video Generation0
Tiger200K: Manually Curated High Visual Quality Video Dataset from UGC Platform0
TIP-I2V: A Million-Scale Real Text and Image Prompt Dataset for Image-to-Video Generation0
TIV-Diffusion: Towards Object-Centric Movement for Text-driven Image to Video Generation0
TiVGAN: Text to Image to Video Generation with Step-by-Step Evolutionary Generator0
TokenMotion: Decoupled Motion Control via Token Disentanglement for Human-centric Video Generation0
ToonifyGB: StyleGAN-based Gaussian Blendshapes for 3D Stylized Head Avatars0
Tora2: Motion and Appearance Customized Diffusion Transformer for Multi-Entity Video Generation0
Towards A Better Metric for Text-to-Video Generation0
Towards Chunk-Wise Generation for Long Videos0
Towards Generative Latent Variable Models for Speech0
Towards motion from video diffusion models0
Towards Multi-Task Multi-Modal Models: A Video Generative Perspective0
Towards Physically Plausible Video Generation via VLM Planning0
Towards Physical Understanding in Video Generation: A 3D Point Regularization Approach0
Track4Gen: Teaching Video Diffusion Models to Track Points Improves Video Generation0
TrackGo: A Flexible and Efficient Method for Controllable Video Generation0
Training-free Camera Control for Video Generation0
Training-free Diffusion Acceleration with Bottleneck Sampling0
Training-free Guidance in Text-to-Video Generation via Multimodal Planning and Structured Noise Initialization0
Decoupled Video Generation with Chain of Training-free Diffusion Model Experts0
Training-Free Motion-Guided Video Generation with Enhanced Temporal Consistency Using Motion Consistency Loss0
Trajectory Attention for Fine-grained Video Motion Control0
TransAnimate: Taming Layer Diffusion to Generate RGBA Video0
Transformation-based Adversarial Video Prediction on Large-Scale Data0
Transformers for Learning on Noisy and Task-Level Manifolds: Approximation and Generalization Insights0
Transframer: Arbitrary Frame Prediction with Generative Models0
TR-DQ: Time-Rotation Diffusion Quantization0
TRIP: Temporal Residual Learning with Image Noise Prior for Image-to-Video Diffusion Models0
Show:102550
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MCVDFVD162,460Unverified
2VDMFVD161,396Unverified
3TGAN-v2 (128x128)FVD161,209Unverified
4MCVD (64x64)FVD161,143Unverified
5MoCoGAN-HD (256x256, unconditional)FVD16700Unverified
6MagicVideo (256x256, text-conditional)FVD16699Unverified
7TATS (256x256)FVD16635Unverified
8FIFO-DiffusionFVD128596.64Unverified
9DIGAN (128x128, unconditional)FVD16577Unverified
10LVDM (256x256, unconditional)FVD16552Unverified
#ModelMetricClaimedVerifiedStatus
1MoCoGANFVD score503Unverified
2Baseline (from LVT)FVD score320.9Unverified
3SVG-FP (from FVD)FVD score315.5Unverified
4CDNA (from FVD)FVD score296.5Unverified
5SV2P (from FVD)FVD score262.5Unverified
6SVG-LP (from vRNN)FVD score256.62Unverified
7WAMFVD score159.6Unverified
8VRNN 1LFVD score149.22Unverified
9SAVP (from vRNN)FVD score143.43Unverified
10Hier-VRNNFVD score143.4Unverified
#ModelMetricClaimedVerifiedStatus
1MoCoGAN-HD (128x128)FVD 16183.6Unverified
2TATS (128x128)FVD 16132.6Unverified
3Long-video GAN (256x256)FVD 16116.5Unverified
4DIGAN (128x128)FVD 16114.6Unverified
5Long-video GAN (128x128)FVD 16107.5Unverified
6LVDM (256x256)FVD 1695.2Unverified
7DDMIFVD 1666.25Unverified
8Latte + LeanVAEFVD 1649.59Unverified
9StyleSV (256x256)FVD 1649Unverified
#ModelMetricClaimedVerifiedStatus
1Video Diffusion ModelInception Score57Unverified
2TGAN-ODEInception Score15.2Unverified
3TGAN-FInception Score13.62Unverified
4MoCoGANInception Score12.42Unverified
5MoCoGAN-MDPInception Score11.86Unverified
6TGAN-SVCInception Score11.85Unverified
7VGANInception Score8.18Unverified
#ModelMetricClaimedVerifiedStatus
1TGAN-FInception Score22.91Unverified
2TGANv2Inception Score21.45Unverified
3TGANv2-ODEInception Score21.02Unverified
4MoCoGANInception Score12.42Unverified
5MoCoGAN-MDPInception Score11.86Unverified
6TGAN-SVCInception Score11.85Unverified
7VGANInception Score8.18Unverified
#ModelMetricClaimedVerifiedStatus
1Imagen original (constant=6)CLIP R-Precision92.12Unverified
2Imagen fully distilled (oscillate (15,1))CLIP R-Precision90.97Unverified
3Imagen distilled (constant=6)CLIP R-Precision90.88Unverified
4Imagen original (oscillate(15,1))CLIP R-Precision89.91Unverified
5Imagen fully distilled (constant=6)CLIP R-Precision89.68Unverified
6Imagen distilled (oscillate (15,1))CLIP R-Precision88.78Unverified
#ModelMetricClaimedVerifiedStatus
1DIGAN (256x256)FVD16156.7Unverified
2MoCoGAN-HD (128x128)FVD16144.7Unverified
3DIGAN (128x128)FVD16128.1Unverified
4LVDM (256x256)FVD1699Unverified
5TATS (128x128)FVD1694.6Unverified
6StyleSV (256x256)FVD1682.6Unverified
#ModelMetricClaimedVerifiedStatus
1TGANv2 (2020)Inception Score28.87Unverified
2DVD-GANInception Score27.38Unverified
3VideoGPTInception Score24.69Unverified
4TGANv2Inception Score24.34Unverified
5TGAN-FInception Score22.91Unverified
6TGANv2-ODEInception Score21.02Unverified
#ModelMetricClaimedVerifiedStatus
1DVD-GANFVD31.1Unverified
2MAGVITFVD9.9Unverified
#ModelMetricClaimedVerifiedStatus
1INR-VFVD16144Unverified
#ModelMetricClaimedVerifiedStatus
1DVD-GANFID2.16Unverified
#ModelMetricClaimedVerifiedStatus
1DVD-GANFID12.92Unverified
#ModelMetricClaimedVerifiedStatus
1DiT-XL/2 + CVAE-FT-SEFID8.59Unverified
#ModelMetricClaimedVerifiedStatus
1VideoAssembler (Zero-Shot, 256x256, class-conditional)FVD16252Unverified
#ModelMetricClaimedVerifiedStatus
1PG-SWGAN-3DFID404.1Unverified
#ModelMetricClaimedVerifiedStatus
1StyleSVFVD16207.2Unverified