VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

20 November 2024

ArXiv (abs)PDF HTML HuggingFace (35 upvotes)

Papers citing "VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models"

33 / 83 papers shown

Towards Holistic Visual Quality Assessment of AI-Generated Videos: A LLM-Based Multi-Dimensional Evaluation Model

377

05 Jun 2025

$DualX-VSR: Dual Axial Spatial$\times$Temporal Transformer for Real-World Video Super-Resolution without Motion Compensation$

DualX-VSR: Dual Axial Spatial

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Temporal Transformer for Real-World Video Super-Resolution without Motion Compensation

Shuo Cao

Yihao Liu

Xiaohui Li.Yuanting Gao.Yu Zhou

Yuanting Gao

Yu Zhou

Chao Dong

301

05 Jun 2025

Training-Free Efficient Video Generation via Dynamic Token Carving

438

22 May 2025

EWMBench: Evaluating Scene, Motion, and Semantic Quality in Embodied World Models

318

14 May 2025

T2VTextBench: A Human Evaluation Benchmark for Textual Control in Video Generation Models

1.1K

08 May 2025

VideoHallu: Evaluating and Mitigating Multi-modal Hallucinations on Synthetic Video Understanding

Jordan Lee Boyd-Graber

MLLM

651

02 May 2025

Controllable Weather Synthesis and Removal with Video Diffusion Models

354

01 May 2025

Uni3C: Unifying Precisely 3D-Enhanced Camera and Human Motion Controls for Video Generation

434

21 Apr 2025

RealisDance-DiT: Simple yet Strong Baseline towards Controllable Character Animation in the Wild

268

21 Apr 2025

Frame Context Packing and Drift Prevention in Next-Frame-Prediction Video Diffusion Models

551

17 Apr 2025

Morpheus: Benchmarking Physical Reasoning of Video Generative Models with Real Physical Experiments

294

03 Apr 2025

SkyReels-A2: Compose Anything in Video Diffusion Transformers

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333

03 Apr 2025

WorldScore: A Unified Evaluation Benchmark for World Generation

401

01 Apr 2025

VideoGen-Eval: Agent-based System for Video Generation Evaluation

419

30 Mar 2025

VBench-2.0: Advancing Video Generation Benchmark Suite for Intrinsic Faithfulness

...

339

27 Mar 2025

Multi-Object Sketch Animation by Scene Decomposition and Motion Planning

283

25 Mar 2025

CFG-Zero*: Improved Classifier-Free Guidance for Flow Matching Models

387

24 Mar 2025

SceneEval: Evaluating Semantic Coherence in Text-Conditioned 3D Indoor Scene Synthesis

444

18 Mar 2025

MagicDistillation: Weak-to-Strong Video Distillation for Large-Scale Few-Step Synthesis

381

17 Mar 2025

Step-Video-TI2V Technical Report: A State-of-the-Art Text-Driven Image-to-Video Generation Model

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237

14 Mar 2025

CameraCtrl II: Dynamic Scene Exploration via Camera-controlled Video Diffusion Models

392

13 Mar 2025

Reangle-A-Video: 4D Video Generation as Video-to-Video Translation

1.2K

12 Mar 2025

VACE: All-in-One Video Creation and Editing

413

169

10 Mar 2025

DropletVideo: A Dataset and Approach to Explore Integral Spatio-Temporal Consistent Video Generation

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311

08 Mar 2025

An Egocentric Vision-Language Model based Portable Real-time Smart Assistant

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331

06 Mar 2025

FlexiDiT: Your Diffusion Transformer Can Easily Generate High-Quality Samples with Less ComputeComputer Vision and Pattern Recognition (CVPR), 2025

401

27 Feb 2025

VidCapBench: A Comprehensive Benchmark of Video Captioning for Controllable Text-to-Video GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2025

358

18 Feb 2025

Phantom: Subject-consistent video generation via cross-modal alignment

Qian He

Xinglong Wu

DiffM VGen

506

16 Feb 2025

Vinci: A Real-time Embodied Smart Assistant based on Egocentric Vision-Language Model

...

463

31 Dec 2024

Generative Inbetweening through Frame-wise Conditions-Driven Video GenerationComputer Vision and Pattern Recognition (CVPR), 2024

292

16 Dec 2024

MotionStone: Decoupled Motion Intensity Modulation with Diffusion Transformer for Image-to-Video GenerationComputer Vision and Pattern Recognition (CVPR), 2024

...

258

08 Dec 2024

FrameBridge: Improving Image-to-Video Generation with Bridge Models

1.0K

20 Oct 2024

Mix Data or Merge Models? Optimizing for Diverse Multi-Task Learning

Aakanksha

Arash Ahmadian

Seraphina Goldfarb-Tarrant

255

14 Oct 2024