Alternatives and similar repositories for PredBench

Users that are interested in PredBench are comparing it to the libraries listed below

• OpenEarthLab / CasCast
  ☆43Updated 7 months ago
• yyyujintang / PostRainBench
  Official PyTorch Code for ICLR24 Workshop Paper: PostRainBench
  ☆27Updated last year
• easylearningscores / PastNet
  MM'2024
  ☆19Updated 10 months ago
• DeminYu98 / DiffCast
  [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"
  ☆82Updated 5 months ago
• martinandrae / Continuous-Ensemble-Forecasting
  [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models
  ☆14Updated last week
• gaozhihan / PreDiff
  [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"
  ☆120Updated 8 months ago
• easylearningscores / NuwaDynamics
  ICLR'2024 (Spotlight)
  ☆19Updated 11 months ago
• yyyujintang / PredFormer
  Official PyTorch Code for Paper: Video Prediction Transformers without Recurrence or Convolution
  ☆123Updated last month
• technomii / EWMoE
  ☆12Updated last year
• DongGeun-Yoon / DGDM
  [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model
  ☆34Updated 7 months ago
• compasszzn / CirT
  CirT: Global Subseaonal-To-Seasonal Forecasting with Geometry-inspired Transformer
  ☆12Updated 3 months ago
• argenycw / FACL
  ☆13Updated 7 months ago
• Ziyeeee / STC-GS
  High-Dynamic Radar Sequence Prediction for Weather Nowcasting Using Spatiotemporal Coherent Gaussian Representation
  ☆36Updated 2 months ago
• seominseok0429 / Data-driven-Precipitation-Nowcasting-Using-Satellite-Imagery
  Official Implementation of Data-Driven Precipitation Nowcasting Using Satellite Imagery (AAAI2025)
  ☆20Updated 3 weeks ago
• OpenEarthLab / FNP
  [NeurIPS 2024] FNP: Fourier Neural Processes for Arbitrary-Resolution Data Assimilation
  ☆13Updated 3 months ago
• OpenEarthLab / AI-for-Earth-Paper-List
  ☆23Updated last year
• black-yt / ExtremeCast
  ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast
  ☆25Updated 9 months ago
• Rose-STL-Lab / spherical-dyffusion
  [NeurIPS 24] Probablistic Emulation of a Global Climate Model with Spherical DYffusion
  ☆26Updated 2 months ago
• Aalto-QuML / ClimODE
  ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs
  ☆95Updated 2 months ago
• LeiBAI / Paper-Writing-Rebuttal
  Some thoughts about writing scientific papers
  ☆19Updated 6 months ago
• MeteoSwiss / ldcast
  Latent diffusion for generative precipitation nowcasting
  ☆127Updated last year
• XiYe20 / STDiffProject
  [AAAI'24] "STDiff: Spatio-temporal Diffusion for Continuous Stochastic Video Prediction". Xi Ye, Guillaume-Alexandre Bilodeau
  ☆20Updated last year
• fmerizzi / Precipitation-nowcasting-with-generative-diffusion-models
  Code relative to the publication "Precipitation nowcasting with generative diffusion models"
  ☆31Updated last year
• OpenEarthLab / FengWu
  ☆129Updated 4 months ago
• jmj2316 / KARINA
  Initial public release of code for KARINA
  ☆11Updated 8 months ago
• OpenEarthLab / FengWu-4DVar
  Integrating Large Weather Models with Data Assimilation
  ☆16Updated last year
• thuml / ModeRNN
  ☆14Updated 3 years ago
• seominseok0429 / Masked-Autoregressive-Model-for-Weather-Forecasting
  Implicit Stacked Autoregressive Model for Video Prediction (official implementation)
  ☆90Updated 5 months ago
• Rose-STL-Lab / dyffusion
  [NeurIPS 2023] A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting
  ☆204Updated 7 months ago
• flyakon / DeepPhysiNet
  Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"
  ☆38Updated last year