Cover Image

World Consistency Score: A Unified Metric for Video Generation Quality

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Rakheja, Akshat, Ashdhir, Aarsh, Bhattacharjee, Aryan, Sharma, Vanshika
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Guideline-Consistent Segmentation via Multi-Agent Refinement
by: Vats, Vanshika, et al.
Published: (2025)

Stereo-Knowledge Distillation from dpMV to Dual Pixels for Light Field Video Reconstruction
by: Garg, Aryan, et al.
Published: (2024)

FantasyWorld: Geometry-Consistent World Modeling via Unified Video and 3D Prediction
by: Dai, Yixiang, et al.
Published: (2025)

DreamWorld: Unified World Modeling in Video Generation
by: Tan, Boming, et al.
Published: (2026)

CTest-Metric: A Unified Framework to Assess Clinical Validity of Metrics for CT Report Generation
by: Sharma, Vanshali, et al.
Published: (2026)

WorldScore: A Unified Evaluation Benchmark for World Generation
by: Duan, Haoyi, et al.
Published: (2025)

VAST 1.0: A Unified Framework for Controllable and Consistent Video Generation
by: Zhang, Chi, et al.
Published: (2024)

Fréchet Video Motion Distance: A Metric for Evaluating Motion Consistency in Videos
by: Liu, Jiahe, et al.
Published: (2024)

A Survey on Long-Video Storytelling Generation: Architectures, Consistency, and Cinematic Quality
by: Elmoghany, Mohamed, et al.
Published: (2025)

JVID: Joint Video-Image Diffusion for Visual-Quality and Temporal-Consistency in Video Generation
by: Reynaud, Hadrien, et al.
Published: (2024)

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation
by: Lv, Zhengyao, et al.
Published: (2025)

StableWorld: Towards Stable and Consistent Long Interactive Video Generation
by: Yang, Ying, et al.
Published: (2026)

FDIM: A Feature-distance-based Generic Video Quality Metric for Versatile Codecs
by: Wang, Jiayi, et al.
Published: (2026)

IDCNet: Guided Video Diffusion for Metric-Consistent RGBD Scene Generation with Precise Camera Control
by: Liu, Lijuan, et al.
Published: (2025)

Threshold-Consistent Margin Loss for Open-World Deep Metric Learning
by: Zhang, Qin, et al.
Published: (2023)

Towards Unified Video Quality Assessment
by: Feng, Chen, et al.
Published: (2025)

VGGRPO: Towards World-Consistent Video Generation with 4D Latent Reward
by: An, Zhaochong, et al.
Published: (2026)

No-Reference Rendered Video Quality Assessment: Dataset and Metrics
by: Yang, Sipeng, et al.
Published: (2025)

AIGVE-MACS: Unified Multi-Aspect Commenting and Scoring Model for AI-Generated Video Evaluation
by: Liu, Xiao, et al.
Published: (2025)

VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation
by: He, Xuan, et al.
Published: (2024)

BlockVid: Block Diffusion for High-Quality and Consistent Minute-Long Video Generation
by: Zhang, Zeyu, et al.
Published: (2025)

MotionAura: Generating High-Quality and Motion Consistent Videos using Discrete Diffusion
by: Susladkar, Onkar, et al.
Published: (2024)

InstaDrive: Instance-Aware Driving World Models for Realistic and Consistent Video Generation
by: Yang, Zhuoran, et al.
Published: (2026)

InfinityStory: Unlimited Video Generation with World Consistency and Character-Aware Shot Transitions
by: Elmoghany, Mohamed, et al.
Published: (2026)

Analytic Score Optimization for Multi Dimension Video Quality Assessment
by: Lin, Boda, et al.
Published: (2026)

Context-Aware Palmprint Recognition via a Relative Similarity Metric
by: Brisley, Trinnhallen, et al.
Published: (2025)

Subjective-Aligned Dataset and Metric for Text-to-Video Quality Assessment
by: Kou, Tengchuan, et al.
Published: (2024)

WorldMark: A Unified Benchmark Suite for Interactive Video World Models
by: Xu, Xiaojie, et al.
Published: (2026)

UnityVideo: Unified Multi-Modal Multi-Task Learning for Enhancing World-Aware Video Generation
by: Huang, Jiehui, et al.
Published: (2025)

Voyager: Long-Range and World-Consistent Video Diffusion for Explorable 3D Scene Generation
by: Huang, Tianyu, et al.
Published: (2025)

UniGeo: Taming Video Diffusion for Unified Consistent Geometry Estimation
by: Sun, Yang-Tian, et al.
Published: (2025)

Score2Instruct: Scaling Up Video Quality-Centric Instructions via Automated Dimension Scoring
by: Xie, Qizhi, et al.
Published: (2025)

DriveLaW:Unifying Planning and Video Generation in a Latent Driving World
by: Xia, Tianze, et al.
Published: (2025)

Depth-Guided Metric-Aware Temporal Consistency for Monocular Video Human Mesh Recovery
by: Cen, Jiaxin, et al.
Published: (2026)

Consistency-Preserving Diverse Video Generation
by: Liu, Xinshuang, et al.
Published: (2026)

Towards A Better Metric for Text-to-Video Generation
by: Wu, Jay Zhangjie, et al.
Published: (2024)

What You See Is What Matters: A Novel Visual and Physics-Based Metric for Evaluating Video Generation Quality
by: Wang, Zihan, et al.
Published: (2024)

Connecting Consistency Distillation to Score Distillation for Text-to-3D Generation
by: Li, Zongrui, et al.
Published: (2024)

A Comparative Study of Perceptual Quality Metrics for Audio-driven Talking Head Videos
by: Zhang, Weixia, et al.
Published: (2024)

View-Consistent Diffusion Representations for 3D-Consistent Video Generation
by: Danier, Duolikun, et al.
Published: (2025)