OpenEarthLab / PredBenchLinks
[ECCV 2024]: PredBench: Benchmarking Spatio-Temporal Prediction across Diverse Disciplines.
☆37Updated last year
Alternatives and similar repositories for PredBench
Users that are interested in PredBench are comparing it to the libraries listed below
Sorting:
- [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models☆34Updated 6 months ago
- [ICLR 2024 Spotlight]☆24Updated last year
- ☆56Updated last year
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆148Updated 2 months ago
- ☆15Updated last year
- Official PyTorch Code for Paper: Video Prediction Transformers without Recurrence or Convolution☆145Updated 8 months ago
- [MM 2024]☆25Updated 6 months ago
- [NeurIPS 2023] A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting☆224Updated 2 months ago
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆116Updated 9 months ago
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆112Updated 3 months ago
- CirT: Global Subseaonal-To-Seasonal Forecasting with Geometry-inspired Transformer☆18Updated 10 months ago
- [NeurIPS 24] Probablistic Emulation of a Global Climate Model with Spherical DYffusion☆29Updated 10 months ago
- Implicit Stacked Autoregressive Model for Video Prediction (official implementation)☆92Updated last year
- Official PyTorch Code for ICLR24 Workshop Paper: PostRainBench☆28Updated last year
- Neural Manifold Operators (KDD 2024)☆25Updated last year
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆35Updated last year
- [CVPR 2025] Official implementation of "AlphaPre: Amplitude-Phase Disentanglement Model for Precipitation Nowcasting"☆30Updated last month
- [NeurIPS 2024] FNP: Fourier Neural Processes for Arbitrary-Resolution Data Assimilation☆14Updated 10 months ago
- ☆25Updated last year
- High-Dynamic Radar Sequence Prediction for Weather Nowcasting Using Spatiotemporal Coherent Gaussian Representation☆49Updated 9 months ago
- Some thoughts about writing scientific papers☆20Updated last year
- ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast☆28Updated last year
- Official Implementation of Data-Driven Precipitation Nowcasting Using Satellite Imagery (AAAI2025)☆25Updated 2 months ago
- ☆19Updated last year
- [NeurIPS 2025] Elucidated Rolling Diffusion Models for Probabilistic Weather Forecasting☆20Updated 6 months ago
- A collection of research papers on Diffusion Models for Weather Forecasting.☆225Updated 5 months ago
- The official code for the paper HR-Extreme: A High-Resolution Dataset for Extreme Weather Forecasting☆20Updated 8 months ago
- Integrating Large Weather Models with Data Assimilation☆22Updated last year
- PyTorch implementation of "ClimODE: Climate Forecasting With Physics-informed Neural ODEs"☆19Updated last year
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆43Updated last year