PredBench: Benchmarking Spatio-Temporal Prediction across Diverse
Disciplines

PredBench: Benchmarking Spatio-Temporal Prediction across Diverse Disciplines

11 July 2024

Tong He

Papers citing "PredBench: Benchmarking Spatio-Temporal Prediction across Diverse Disciplines"

8 / 8 papers shown

Title
WEATHER-5K: A Large-scale Global Station Weather Dataset Towards Comprehensive Time-series Forecasting Benchmark Tao Han Song Guo Zhenghao Chen Wanghan Xu Lei Bai AI4TS 28 3 0 20 Jun 2024
Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling Wanghan Xu Fenghua Ling Wenlong Zhang Tao Han Hao Chen Wanli Ouyang Lei Bai AI4CE 34 5 0 22 May 2024
FiT: Flexible Vision Transformer for Diffusion Model Zeyu Lu Zidong Wang Di Huang Chengyue Wu Xihui Liu Wanli Ouyang Lei Bai 157 45 0 19 Feb 2024
CasCast: Skillful High-resolution Precipitation Nowcasting via Cascaded Modelling Junchao Gong Lei Bai Peng Ye Wanghan Xu Na Liu Jianhua Dai Xiaokang Yang Wanli Ouyang AI4Cl 45 10 0 06 Feb 2024
MaskViT: Masked Visual Pre-Training for Video Prediction Agrim Gupta Stephen Tian Yunzhi Zhang Jiajun Wu Roberto Martín-Martín Li Fei-Fei 100 110 0 23 Jun 2022
Conditional Local Convolution for Spatio-temporal Meteorological Forecasting Haitao Lin Zhangyang Gao Yongjie Xu Lirong Wu Ling Li Stan. Z. Li AI4TS 119 72 0 04 Jan 2021
Disentangling Physical Dynamics from Unknown Factors for Unsupervised Video Prediction Vincent Le Guen Nicolas Thome AI4CE PINN 89 288 0 03 Mar 2020
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 230 7,903 0 13 Jun 2015