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 5175 of 201 papers

TitleStatusHype
SafeSora: Towards Safety Alignment of Text2Video Generation via a Human Preference DatasetCode1
Sketching the Future (STF): Applying Conditional Control Techniques to Text-to-Video ModelsCode1
FusionFrames: Efficient Architectural Aspects for Text-to-Video Generation PipelineCode1
Reuse and Diffuse: Iterative Denoising for Text-to-Video GenerationCode1
VidCapBench: A Comprehensive Benchmark of Video Captioning for Controllable Text-to-Video GenerationCode1
Free-Bloom: Zero-Shot Text-to-Video Generator with LLM Director and LDM AnimatorCode1
OnlyFlow: Optical Flow based Motion Conditioning for Video Diffusion ModelsCode1
ConditionVideo: Training-Free Condition-Guided Text-to-Video GenerationCode1
AIGV-Assessor: Benchmarking and Evaluating the Perceptual Quality of Text-to-Video Generation with LMMCode1
PEEKABOO: Interactive Video Generation via Masked-DiffusionCode1
MUGEN: A Playground for Video-Audio-Text Multimodal Understanding and GENerationCode1
NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtionCode1
FETV: A Benchmark for Fine-Grained Evaluation of Open-Domain Text-to-Video GenerationCode1
MotionCrafter: One-Shot Motion Customization of Diffusion ModelsCode1
EvalCrafter: Benchmarking and Evaluating Large Video Generation ModelsCode1
Enhancing Motion in Text-to-Video Generation with Decomposed Encoding and ConditioningCode1
VANE-Bench: Video Anomaly Evaluation Benchmark for Conversational LMMsCode1
MMTrail: A Multimodal Trailer Video Dataset with Language and Music DescriptionsCode1
Make-A-Video: Text-to-Video Generation without Text-Video DataCode1
TALC: Time-Aligned Captions for Multi-Scene Text-to-Video GenerationCode1
Tell Me What Happened: Unifying Text-guided Video Completion via Multimodal Masked Video GenerationCode1
LAVIE: High-Quality Video Generation with Cascaded Latent Diffusion ModelsCode1
IV-Mixed Sampler: Leveraging Image Diffusion Models for Enhanced Video SynthesisCode1
DirecT2V: Large Language Models are Frame-Level Directors for Zero-Shot Text-to-Video GenerationCode1
LOVE: Benchmarking and Evaluating Text-to-Video Generation and Video-to-Text InterpretationCode1
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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