Cover Image

MuSS: A Large-Scale Dataset and Cinematic Narrative Benchmark for Multi-Shot Subject-to-Video Generation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Haojie, Wu, Di, Liu, Bingyan, Zhong, Linjie, Wei, Yuancheng, Ye, Xingsong, Liu, Nanqing, Liang, Yaling
Format:	Preprint
Published:	2026
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

HoloCine: Holistic Generation of Cinematic Multi-Shot Long Video Narratives
by: Meng, Yihao, et al.
Published: (2025)

Multimodal Diffusion Transformer with Memory Bank for Scalable Long-Duration Talking Video Generation
by: Zhang, Haojie, et al.
Published: (2024)

A Benchmark and Multi-Agent System for Instruction-driven Cinematic Video Compilation
by: Zhang, Peixuan, et al.
Published: (2026)

STAGE: Storyboard-Anchored Generation for Cinematic Multi-shot Narrative
by: Zhang, Peixuan, et al.
Published: (2025)

ShotVerse: Advancing Cinematic Camera Control for Text-Driven Multi-Shot Video Creation
by: Yang, Songlin, et al.
Published: (2026)

SmartDirector: Keyframe-Conditioned Cinematic Video Generation with Narrative Pacing Control
by: Zhang, Zhida, et al.
Published: (2026)

MotionCanvas: Cinematic Shot Design with Controllable Image-to-Video Generation
by: Xing, Jinbo, et al.
Published: (2025)

Shot2Story: A New Benchmark for Comprehensive Understanding of Multi-shot Videos
by: Han, Mingfei, et al.
Published: (2023)

OpenS2V-Nexus: A Detailed Benchmark and Million-Scale Dataset for Subject-to-Video Generation
by: Yuan, Shenghai, et al.
Published: (2025)

Video Understanding Reward Modeling: A Robust Benchmark and Performant Reward Models
by: Wei, Yuancheng, et al.
Published: (2026)

FunCineForge: A Unified Dataset Toolkit and Model for Zero-Shot Movie Dubbing in Diverse Cinematic Scenes
by: Liu, Jiaxuan, et al.
Published: (2026)

Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models
by: He, Haonan, et al.
Published: (2024)

Soap2Soap: Long Cinematic Video Remaking via Multi-Agent Collaboration
by: Song, Yiren, et al.
Published: (2026)

TalkCuts: A Large-Scale Dataset for Multi-Shot Human Speech Video Generation
by: Chen, Jiaben, et al.
Published: (2025)

ShotBench: Expert-Level Cinematic Understanding in Vision-Language Models
by: Liu, Hongbo, et al.
Published: (2025)

EvalVerse: Pipeline-Aware and Expert-Calibrated Benchmarking for Professional Cinematic Video Generation
by: Yang, Songlin, et al.
Published: (2026)

MuMu-LLaMA: Multi-modal Music Understanding and Generation via Large Language Models
by: Liu, Shansong, et al.
Published: (2024)

Rank-and-Reason: Multi-Agent Collaboration Accelerates Zero-Shot Protein Mutation Prediction
by: Tan, Yang, et al.
Published: (2026)

BenchSeg: A Large-Scale Dataset and Benchmark for Multi-View Food Video Segmentation
by: AlMughrabi, Ahmad, et al.
Published: (2026)

MultiBind: A Benchmark for Attribute Misbinding in Multi-Subject Generation
by: Tian, Wenqing, et al.
Published: (2026)

CineBrain: A Large-Scale Multi-Modal Brain Dataset During Naturalistic Audiovisual Narrative Processing
by: Gao, Jianxiong, et al.
Published: (2025)

PointSAM: Pointly-Supervised Segment Anything Model for Remote Sensing Images
by: Liu, Nanqing, et al.
Published: (2024)

Hide Your Malicious Goal Into Benign Narratives: Jailbreak Large Language Models through Carrier Articles
by: Wang, Zhilong, et al.
Published: (2024)

CausalCine: Real-Time Autoregressive Generation for Multi-Shot Video Narratives
by: Meng, Yihao, et al.
Published: (2026)

OSS-Bench: Benchmark Generator for Coding LLMs
by: Jiang, Yuancheng, et al.
Published: (2025)

Scalable Multi-Agent Reinforcement Learning for Residential Load Scheduling under Data Governance
by: Qin, Zhaoming, et al.
Published: (2021)

CineScale: Free Lunch in High-Resolution Cinematic Visual Generation
by: Qiu, Haonan, et al.
Published: (2025)

StoryTailor:A Zero-Shot Pipeline for Action-Rich Multi-Subject Visual Narratives
by: Hu, Jinghao, et al.
Published: (2026)

Generative Photographic Control for Scene-Consistent Video Cinematic Editing
by: Sun, Huiqiang, et al.
Published: (2025)

DreamVideo-2: Zero-Shot Subject-Driven Video Customization with Precise Motion Control
by: Wei, Yujie, et al.
Published: (2024)

Safe Inputs but Unsafe Output: Benchmarking Cross-modality Safety Alignment of Large Vision-Language Model
by: Wang, Siyin, et al.
Published: (2024)

Enhancing Perception Quality in Remote Sensing Image Compression via Invertible Neural Network
by: Li, Junhui, et al.
Published: (2024)

Exploiting Inter-Image Similarity Prior for Low-Bitrate Remote Sensing Image Compression
by: Li, Junhui, et al.
Published: (2024)

MSVCOD:A Large-Scale Multi-Scene Dataset for Video Camouflage Object Detection
by: Gao, Shuyong, et al.
Published: (2025)

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

Navigating Large-Scale Document Collections: MuDABench for Multi-Document Analytical QA
by: Li, Zhanli, et al.
Published: (2026)

Preserving Source Video Realism: High-Fidelity Face Swapping for Cinematic Quality
by: Luo, Zekai, et al.
Published: (2025)

Large Bayesian Tensor Autoregressions
by: Qi, Yaling
Published: (2025)

MTAVG-Bench 2.0: Diagnosing Failure Modes of Cinematic Expressiveness in Multi-Talker Audio-Video Generation
by: Li, Haitian, et al.
Published: (2026)

Accelerating Quantitative MRI using Subspace Multiscale Energy Model (SS-MuSE)
by: Chen, Yan, et al.
Published: (2025)