We have released all Python code needed to reproduce our experiments as well as to download and process our dataset:
Methods Code on GitHub Dataset Code on GitHub
The raw dataset is available in ZIP format:
Download NovelCraft (1.5GB) Download NovelCraft+ (4.5GB)
We ask that you approach this dataset responsibly:
- Pursue applications with positive benefit to society
- Please cite our paper in any published work using the dataset.
Extra Training Set: NovelCraft+
As of August 2022, we released an extra supplement called NovelCraft+, prounced as (“novel craft plus”).
This dataset contains 130,533 additional frames of standard environment training data, significantly increasing the dataset size.
License
Our dataset is available under a CC-BY 4.0.
Storage requirements
Original Dataset
The original dataset is available as a single large ZIP file, which will require ~1.5 GB.
After uncompressing, the NovelCraft dataset will require about ~4.5 GB.
NovelCraft+ (aka NovelCraftPlus)
Our large NovelCraft+ dataset is available as a ZIP file which will require ~4.5 GB.
After uncompressing, NovelCraft+ requires an additional ~12.2 GB.