---
license: mit
tags:
- computer-vision
- video-prediction
- spatiotemporal-prediction
- pytorch
datasets:
- moving-mnist
- taxibj
- kth
- human3.6m
paper:
- https://huggingface.co/papers/2602.20537
---
# PFGNet

PFGNet is a fully convolutional framework for efficient spatiotemporal predictive learning.

This repository provides dataset-specific trained checkpoints of PFGNet on multiple benchmarks.

**Code:** https://github.com/fhjdqaq/PFGNet  
**Paper:** https://huggingface.co/papers/2602.20537  
**Provided by:** WYK Lab  
**Project page:** https://kaimaoge.github.io  

## Available checkpoints

| Dataset | Checkpoint |
|---|---|
| Moving MNIST | `pfg_mmnist.ckpt` |
| Moving Fashion MNIST | `pfg_mfmnist.ckpt` |
| TaxiBJ | `pfg_taxibj.ckpt` |
| KTH (10→20) | `pfg_kth20.ckpt` |
| KTH (10→40) | `pfg_kth40.ckpt` |
| Human3.6M | `pfg_human.ckpt` |

## Usage

Please refer to the official code repository for training and inference scripts.