SOTAVerified

Text-to-Video Generation

Ma grand-mère m’a raconté que quand elle était étudiante, elle avait un petit-ami. À l’âge de 18 ans, il a dû partir pour le service militaire, elle ne l’a pas attendu et elle a épousé quelqu’un d’autre. Quand ma grand-mère avait 58-59 ans, un homme (son premier amour) lui a envoyé une demande d’amis sur un réseau social, ils ont commencé à parler... En moins de six mois, ils ont décidé de se voir. Le trajet en train a duré deux jours et ils se sont finalement rencontrés. Cela fait maintenant deux ans qu’ils habitent ensemble et qu’ils nous rendent visite de temps en temps. Je réalise maintenant que leur amour l’un envers l’autre n’a jamais cessé.

Papers

Showing 151200 of 201 papers

TitleStatusHype
AniClipart: Clipart Animation with Text-to-Video Priors0
ConceptMaster: Multi-Concept Video Customization on Diffusion Transformer Models Without Test-Time Tuning0
Video-to-Audio Generation with Hidden Alignment0
Snap Video: Scaled Spatiotemporal Transformers for Text-to-Video Synthesis0
Sora as an AGI World Model? A Complete Survey on Text-to-Video Generation0
STDD: Spatio-Temporal Dual Diffusion for Video Generation0
Compositional 3D-aware Video Generation with LLM Director0
Structure and Content-Guided Video Synthesis with Diffusion Models0
CineMaster: A 3D-Aware and Controllable Framework for Cinematic Text-to-Video Generation0
Can Text-to-Video Generation help Video-Language Alignment?0
T2VPhysBench: A First-Principles Benchmark for Physical Consistency in Text-to-Video Generation0
T2VTextBench: A Human Evaluation Benchmark for Textual Control in Video Generation Models0
Technical Report: Competition Solution For Modelscope-Sora0
Advancing Video Quality Assessment for AIGC0
ByTheWay: Boost Your Text-to-Video Generation Model to Higher Quality in a Training-free Way0
The Art of Storytelling: Multi-Agent Generative AI for Dynamic Multimodal Narratives0
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
Tiger200K: Manually Curated High Visual Quality Video Dataset from UGC Platform0
Towards A Better Metric for Text-to-Video Generation0
Training-free Guidance in Text-to-Video Generation via Multimodal Planning and Structured Noise Initialization0
BroadWay: Boost Your Text-to-Video Generation Model in a Training-free Way0
TRIP: Temporal Residual Learning with Image Noise Prior for Image-to-Video Diffusion Models0
T-SVG: Text-Driven Stereoscopic Video Generation0
BlobGEN-Vid: Compositional Text-to-Video Generation with Blob Video Representations0
Tutorial on Diffusion Models for Imaging and Vision0
IPO: Iterative Preference Optimization for Text-to-Video Generation0
VIMI: Grounding Video Generation through Multi-modal Instruction0
WISA: World Simulator Assistant for Physics-Aware Text-to-Video Generation0
A Survey of Emerging Approaches and Advances in Video Generation0
Zero-Shot Video Editing through Adaptive Sliding Score Distillation0
Gender Bias in Text-to-Video Generation Models: A case study of Sora0
Free^2Guide: Gradient-Free Path Integral Control for Enhancing Text-to-Video Generation with Large Vision-Language Models0
Astraea: A GPU-Oriented Token-wise Acceleration Framework for Video Diffusion Transformers0
GenMAC: Compositional Text-to-Video Generation with Multi-Agent Collaboration0
GenTron: Diffusion Transformers for Image and Video Generation0
A Recipe for Scaling up Text-to-Video Generation with Text-free VideosCode0
Sync-DRAW: Automatic Video Generation using Deep Recurrent Attentive ArchitecturesCode0
MotionAura: Generating High-Quality and Motion Consistent Videos using Discrete DiffusionCode0
InfLVG: Reinforce Inference-Time Consistent Long Video Generation with GRPOCode0
Protecting Your Video Content: Disrupting Automated Video-based LLM AnnotationsCode0
VG-TVP: Multimodal Procedural Planning via Visually Grounded Text-Video PromptingCode0
RecTable: Fast Modeling Tabular Data with Rectified FlowCode0
REGIS: Refining Generated Videos via Iterative Stylistic RedesigningCode0
Hierarchical Spatio-temporal Decoupling for Text-to-Video GenerationCode0
Mobius: A High Efficient Spatial-Temporal Parallel Training Paradigm for Text-to-Video Generation TaskCode0
VideoUFO: A Million-Scale User-Focused Dataset for Text-to-Video GenerationCode0
Magic 1-For-1: Generating One Minute Video Clips within One MinuteCode0
Neuro-Symbolic Evaluation of Text-to-Video Models using Formal VerificationCode0
Enabling Versatile Controls for Video Diffusion ModelsCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MagicVideoFVD998Unverified
2VideoComposerFVD580Unverified
3ModelScopeT2VFVD550Unverified
4Show-1FVD538Unverified
5TF-T2VFVD441Unverified
6HiGenFVD406Unverified
7PixelDanceFVD381Unverified
8VideoPoetFVD213Unverified
9Video-LaVITFVD188.36Unverified
10Snap Video (288×288)FVD110.4Unverified
#ModelMetricClaimedVerifiedStatus
1MagicVideo (Zero-shot, 256x256)FVD16699Unverified
2Video LDM (Zero-shot, 320x512)FVD16550.61Unverified
3LAVIE (Zero-shot, 320x512)FVD16526.3Unverified
4PYoCo (Zero-shot, 64x64)FVD16355.19Unverified
5VideoPoetFVD16355Unverified
6Lumiere (Zero-shot, 1024x1024)FVD16332.49Unverified
7Snap Video (Zero-shot, 288×288)FVD16260.1Unverified
8W.A.L.T 3BFVD16258.1Unverified
9PixelDance (Zero-shot, 256x256)FVD16242.82Unverified
10Snap Video (Zero-shot, 512x288)FVD16200.2Unverified
#ModelMetricClaimedVerifiedStatus
1VideoCrafter2Visual Quality54.82Unverified
2Show-1Visual Quality53.74Unverified
3VideoCrafter1Visual Quality53.08Unverified
4LavieVisual Quality52.83Unverified
5ModelScopeVisual Quality52.47Unverified
#ModelMetricClaimedVerifiedStatus
1MAGVITFVD79.1Unverified
2MAGVITFVD28.5Unverified
#ModelMetricClaimedVerifiedStatus
1NUWA (128×128)Accuracy77.9Unverified
#ModelMetricClaimedVerifiedStatus
1VideoFactoryFVD292.35Unverified