Alternatives and similar repositories for SimVP

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

• chengtan9907 / OpenSTL
  OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning
  ☆1,013Updated 3 weeks ago
• seominseok0429 / Masked-Autoregressive-Model-for-Weather-Forecasting
  Implicit Stacked Autoregressive Model for Video Prediction (official implementation)
  ☆92Updated 11 months ago
• thuml / MotionRNN
  About Code release for "MotionRNN: A Flexible Model for Video Prediction with Spacetime-Varying Motions" (CVPR 2021) https://arxiv.org/ab…
  ☆57Updated 2 years ago
• yyyujintang / PredFormer
  Official PyTorch Code for Paper: Video Prediction Transformers without Recurrence or Convolution
  ☆142Updated 7 months ago
• thuml / predrnn-pytorch
  Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.
  ☆506Updated 2 years ago
• SongTang-x / SwinLSTM
  ☆168Updated last year
• Kay1794 / MMVP-motion-matrix-based-video-prediction
  This is the official repo of MMVP: motion-matrix-based video prediction (ICCV 2023)
  ☆41Updated 2 years ago
• DeminYu98 / DiffCast
  [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"
  ☆106Updated 2 months ago
• gaozhihan / PreDiff
  [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"
  ☆140Updated last month
• ZhengChang467 / STRPM
  STRPM: A Spatiotemporal Residual Predictive Model for High-Resolution Video Prediction, CVPR2022
  ☆19Updated 2 years ago
• OpenEarthLab / PredBench
  [ECCV 2024]: PredBench: Benchmarking Spatio-Temporal Prediction across Diverse Disciplines.
  ☆37Updated last year
• vincent-leguen / PhyDNet
  Code for our CVPR 2020 paper "Disentangling Physical Dynamics from Unknown Factors for UnsupervisedVideo Prediction"
  ☆201Updated 3 years ago
• Alexander-wu / PastNet
  [MM 2024]
  ☆25Updated 5 months ago
• XiYe20 / VPTR
  The repository for paper VPTR: Efficient Transformers for Video Prediction
  ☆99Updated 10 months ago
• Rose-STL-Lab / dyffusion
  [NeurIPS 2023] A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting
  ☆222Updated 3 weeks ago
• OpenEarthLab / CasCast
  ☆49Updated last year
• zhangyanbiao / predrnn-_pytorch
  This is a Pytorch implementation of PredRNN++
  ☆39Updated 5 years ago
• linkenghong / AlphaPre
  [CVPR 2025] Official implementation of "AlphaPre: Amplitude-Phase Disentanglement Model for Precipitation Nowcasting"
  ☆21Updated 5 months ago
• thuml / ModeRNN
  ☆14Updated 3 years ago
• holmdk / Video-Prediction-using-PyTorch
  Video Predicting using ConvLSTM and pytorch
  ☆117Updated 4 years ago
• NVlabs / AFNO-transformer
  Adaptive FNO transformer - official Pytorch implementation
  ☆264Updated 3 years ago
• Ziyeeee / STC-GS
  High-Dynamic Radar Sequence Prediction for Weather Nowcasting Using Spatiotemporal Coherent Gaussian Representation
  ☆47Updated 7 months ago
• yyyujintang / VMRNN-PyTorch
  Official repository for CVPR24 Precognition Workshop Paper: VMRNN: Integrating Vision Mamba and LSTM for Efficient and Accurate Spatiotem…
  ☆153Updated last year
• DongGeun-Yoon / DGDM
  [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model
  ☆34Updated last year
• mazhf / MS-RNN
  ☆32Updated last year
• jhhuang96 / ConvLSTM-PyTorch
  ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST
  ☆428Updated 3 years ago
• seominseok0429 / Data-driven-Precipitation-Nowcasting-Using-Satellite-Imagery
  Official Implementation of Data-Driven Precipitation Nowcasting Using Satellite Imagery (AAAI2025)
  ☆25Updated last month
• rrxi / CrevNet
  ☆37Updated 5 years ago
• thuml / Corrformer
  About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …
  ☆190Updated 10 months ago
• flyakon / DeepPhysiNet
  Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"
  ☆43Updated last year