Cover Image

CityTrajBench: A Unified Benchmark for City-Scale Vehicle Trajectory Generation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhu, Shibo, Shi, Xiaodan, Chen, Dayin, Chen, Yuntian, Zhang, Haoran, Wu, Tianhao, Yan, Jinyue
Format:	Preprint
Published:	2026
Subjects:	Machine Learning Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Multi-spatial Multi-temporal Air Quality Forecasting with Integrated Monitoring and Reanalysis Data
by: Hu, Yuxiao, et al.
Published: (2023)

TrajFlow: Nation-wide Pseudo GPS Trajectory Generation with Flow Matching Models
by: Li, Peiran, et al.
Published: (2026)

A Phone-based Distributed Ambient Temperature Measurement System with An Efficient Label-free Automated Training Strategy
by: Chen, Dayin, et al.
Published: (2024)

AutoPV: Automatically Design Your Photovoltaic Power Forecasting Model
by: Chen, Dayin, et al.
Published: (2024)

ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model
by: Zhu, Yuanshao, et al.
Published: (2024)

Traj-Transformer: Diffusion Models with Transformer for GPS Trajectory Generation
by: Zhang, Zhiyang, et al.
Published: (2025)

Towards Generalization-Oriented Models for Vehicle Routing Problems with Mixture-of-Experts
by: Miao, Changhao, et al.
Published: (2026)

IntTrajSim: Trajectory Prediction for Simulating Multi-Vehicle driving at Signalized Intersections
by: Ranjan, Yash, et al.
Published: (2025)

Ctx2TrajGen: Traffic Context-Aware Microscale Vehicle Trajectories using Generative Adversarial Imitation Learning
by: Jin, Joobin, et al.
Published: (2025)

CITYREP: A Unified Benchmark for Urban Representations Across Cities, Tasks, and Modalities
by: Liu, Junyuan, et al.
Published: (2026)

TrajWeaver: Trajectory Recovery with State Propagation Diffusion Model
by: Wang, Jinming, et al.
Published: (2024)

TrajPRed: Trajectory Prediction with Region-based Relation Learning
by: Zhou, Chen, et al.
Published: (2024)

TrajGPT-R: Generating Urban Mobility Trajectory with Reinforcement Learning-Enhanced Generative Pre-trained Transformer
by: Wang, Jiawei, et al.
Published: (2026)

DPImageBench: A Unified Benchmark for Differentially Private Image Synthesis
by: Gong, Chen, et al.
Published: (2025)

CityBench: Evaluating the Capabilities of Large Language Models for Urban Tasks
by: Feng, Jie, et al.
Published: (2024)

SplaTraj: Camera Trajectory Generation with Semantic Gaussian Splatting
by: Liu, Xinyi, et al.
Published: (2024)

BERT4Traj: Transformer Based Trajectory Reconstruction for Sparse Mobility Data
by: Yang, Hao, et al.
Published: (2025)

Complementary Learning System Empowers Online Continual Learning of Vehicle Motion Forecasting in Smart Cities
by: Li, Zirui, et al.
Published: (2025)

TrajAware: Graph Cross-Attention and Trajectory-Aware for Generalisable VANETs under Partial Observations
by: Fu, Xiaolu, et al.
Published: (2025)

TrajPrism: A Multi-Task Benchmark for Language-Grounded Urban Trajectory Understanding
by: Li, Lihuan, et al.
Published: (2026)

A Unified Framework for Generative Data Augmentation: A Comprehensive Survey
by: Chen, Yunhao, et al.
Published: (2023)

Towards Differentiable Multilevel Optimization: A Gradient-Based Approach
by: Gu, Yuntian, et al.
Published: (2024)

From Crowdsourced Data to High-Quality Benchmarks: Arena-Hard and BenchBuilder Pipeline
by: Li, Tianle, et al.
Published: (2024)

Fusing Urban Structure and Semantics: A Conditional Diffusion Model for Cross-City OD Matrix Generation
by: Chen, Bin, et al.
Published: (2026)

CityEQA: A Hierarchical LLM Agent on Embodied Question Answering Benchmark in City Space
by: Zhao, Yong, et al.
Published: (2025)

UniTraj: Learning a Universal Trajectory Foundation Model from Billion-Scale Worldwide Traces
by: Zhu, Yuanshao, et al.
Published: (2024)

A Pretrained Probabilistic Transformer for City-Scale Traffic Volume Prediction
by: Shen, Shiyu, et al.
Published: (2025)

CauTraj: A Causal-Knowledge-Guided Framework for Lane-Changing Trajectory Planning of Autonomous Vehicles
by: Lei, Cailin, et al.
Published: (2025)

CVTN: Cross Variable and Temporal Integration for Time Series Forecasting
by: Zhou, Han, et al.
Published: (2024)

CSR-Bench: A Benchmark for Evaluating the Cross-modal Safety and Reliability of MLLMs
by: Liu, Yuxuan, et al.
Published: (2026)

TrajAgent: An LLM-Agent Framework for Trajectory Modeling via Large-and-Small Model Collaboration
by: Du, Yuwei, et al.
Published: (2024)

AdapTraj: A Multi-Source Domain Generalization Framework for Multi-Agent Trajectory Prediction
by: Qian, Tangwen, et al.
Published: (2023)

TrajEvo: Trajectory Prediction Heuristics Design via LLM-driven Evolution
by: Zhao, Zhikai, et al.
Published: (2025)

PromptBench: A Unified Library for Evaluation of Large Language Models
by: Zhu, Kaijie, et al.
Published: (2023)

Unifying Sequences, Structures, and Descriptions for Any-to-Any Protein Generation with the Large Multimodal Model HelixProtX
by: Chen, Zhiyuan, et al.
Published: (2024)

An End-to-End Learning Approach for Solving Capacitated Location-Routing Problems
by: Miao, Changhao, et al.
Published: (2025)

Adversarial Training for Robust Coverage Network under Worst-case Facility Losses
by: Miao, Changhao, et al.
Published: (2026)

InsTraj: Instructing Diffusion Models with Travel Intentions to Generate Real-world Trajectories
by: Zhu, Yuanshao, et al.
Published: (2026)

EmbodiedCity: A Benchmark Platform for Embodied Agent in Real-world City Environment
by: Gao, Chen, et al.
Published: (2024)

AudioCodecBench: A Comprehensive Benchmark for Audio Codec Evaluation
by: Wang, Lu, et al.
Published: (2025)