📘Documentation
| 🛠️Installation | 🚀Model Zoo | 🤗Huggingface | 👀Visualization | 🆕News
| 🛠️Installation | 🚀Model Zoo | 🤗Huggingface | 👀Visualization | 🆕News
OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning
OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning
This page lists names, links and short descriptions. The original list on GitHub is the source and belongs to its authors.
General
Overview of Model Zoo and Datasets
ConvLSTM
(NeurIPS'2015)
PredRNN
(NeurIPS'2017)
PredRNN++
(ICML'2018)
E3D-LSTM
(ICLR'2018)
MIM
(CVPR'2019)
PhyDNet
(CVPR'2020)
MAU
(NeurIPS'2021)
PredRNN.V2
(TPAMI'2022)
SimVP
(CVPR'2022)
SimVP.V2
(ArXiv'2022)
TAU
(CVPR'2023)
MMVP
(ICCV'2023)
SwinLSTM
(ICCV'2023)
ViT (Vision Transformer)
(ICLR'2021)
In 3 lists
Swin-Transformer
(ICCV'2021)
MLP-Mixer
(NeurIPS'2021)
ConvMixer
(Openreview'2021)
In 2 lists
UniFormer
(ICLR'2022)
PoolFormer
(CVPR'2022)
ConvNeXt
(CVPR'2022)
VAN
(ArXiv'2022)
HorNet
(NeurIPS'2022)
MogaNet
(ArXiv'2022)
BAIR Robot Pushing
(CoRL'2017) [download] [config]
Human3.6M
(TPAMI'2014) [download] [config]
KTH Action
(ICPR'2004) [download] [config]
KittiCaltech Pedestrian
(IJRR'2013) [download] [config]
Kinetics-400
(ArXiv'2017) [download] [config]
Moving MNIST
(ICML'2015) [download] [config]
TaxiBJ
(AAAI'2017) [download] [config]
WeatherBench
(ArXiv'2020) [download] [config]
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