SOTAVerified

Video Generation

( Various Video Generation Tasks. Gif credit: MaGViT )

Papers

Showing 851900 of 1466 papers

TitleStatusHype
GenAI-Bench: Evaluating and Improving Compositional Text-to-Visual GenerationCode3
ARDuP: Active Region Video Diffusion for Universal Policies0
Splatter a Video: Video Gaussian Representation for Versatile Processing0
Vid3D: Synthesis of Dynamic 3D Scenes using 2D Video DiffusionCode0
NLDF: Neural Light Dynamic Fields for Efficient 3D Talking Head Generation0
ViD-GPT: Introducing GPT-style Autoregressive Generation in Video Diffusion ModelsCode2
VANE-Bench: Video Anomaly Evaluation Benchmark for Conversational LMMsCode1
Training-free Camera Control for Video Generation0
OmniTokenizer: A Joint Image-Video Tokenizer for Visual GenerationCode3
Needle In A Video Haystack: A Scalable Synthetic Evaluator for Video MLLMsCode2
Hierarchical Patch Diffusion Models for High-Resolution Video Generation0
TC-Bench: Benchmarking Temporal Compositionality in Text-to-Video and Image-to-Video GenerationCode1
DiTFastAttn: Attention Compression for Diffusion Transformer Models0
Vivid-ZOO: Multi-View Video Generation with Diffusion Model0
HOI-Swap: Swapping Objects in Videos with Hand-Object Interaction Awareness0
AV-DiT: Efficient Audio-Visual Diffusion Transformer for Joint Audio and Video Generation0
Visual Representation Learning with Stochastic Frame Prediction0
4Real: Towards Photorealistic 4D Scene Generation via Video Diffusion Models0
Compositional Video Generation as Flow EqualizationCode2
Ctrl-V: Higher Fidelity Video Generation with Bounding-Box Controlled Object MotionCode1
MotionClone: Training-Free Motion Cloning for Controllable Video GenerationCode4
CoNo: Consistency Noise Injection for Tuning-free Long Video Diffusion0
Zero-Shot Video Editing through Adaptive Sliding Score Distillation0
ShareGPT4Video: Improving Video Understanding and Generation with Better CaptionsCode5
SF-V: Single Forward Video Generation ModelCode2
GenAI Arena: An Open Evaluation Platform for Generative ModelsCode2
VideoTetris: Towards Compositional Text-to-Video GenerationCode3
VideoPhy: Evaluating Physical Commonsense for Video Generation0
Follow-Your-Pose v2: Multiple-Condition Guided Character Image Animation for Stable Pose Control0
CamCo: Camera-Controllable 3D-Consistent Image-to-Video Generation0
I4VGen: Image as Free Stepping Stone for Text-to-Video Generation0
ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video GenerationCode1
V-Express: Conditional Dropout for Progressive Training of Portrait Video Generation0
UniAnimate: Taming Unified Video Diffusion Models for Consistent Human Image AnimationCode4
Unleashing Generalization of End-to-End Autonomous Driving with Controllable Long Video Generation0
Learning Temporally Consistent Video Depth from Video Diffusion Priors0
ZeroSmooth: Training-free Diffuser Adaptation for High Frame Rate Video GenerationCode2
EchoNet-Synthetic: Privacy-preserving Video Generation for Safe Medical Data SharingCode1
4Diffusion: Multi-view Video Diffusion Model for 4D Generation0
DeMamba: AI-Generated Video Detection on Million-Scale GenVideo BenchmarkCode2
MOFA-Video: Controllable Image Animation via Generative Motion Field Adaptions in Frozen Image-to-Video Diffusion ModelCode4
Promptus: Can Prompts Streaming Replace Video Streaming with Stable DiffusionCode2
MotionFollower: Editing Video Motion via Lightweight Score-Guided DiffusionCode3
Improving the Training of Rectified FlowsCode2
EasyAnimate: A High-Performance Long Video Generation Method based on Transformer ArchitectureCode7
T2V-Turbo: Breaking the Quality Bottleneck of Video Consistency Model with Mixed Reward FeedbackCode3
MAVIN: Multi-Action Video Generation with Diffusion Models via Transition Video InfillingCode1
MMDisCo: Multi-Modal Discriminator-Guided Cooperative Diffusion for Joint Audio and Video GenerationCode0
VITON-DiT: Learning In-the-Wild Video Try-On from Human Dance Videos via Diffusion Transformers0
EG4D: Explicit Generation of 4D Object without Score DistillationCode1
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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