| --- |
| license: apache-2.0 |
| task_categories: |
| - image-to-video |
| tags: |
| - minecraft |
| - world-model |
| - multi-agent |
| - action-conditioned |
| --- |
| |
| # Solaris Eval Datasets |
|
|
| [**Project Page**](https://solaris-wm.github.io/) | [**Paper**](https://huggingface.co/papers/2602.22208) | [**Github**](https://github.com/solaris-wm/solaris) |
|
|
| Evaluation datasets collected via [SolarisEngine](https://github.com/solaris-wm/solaris-engine) to evaluate the [Solaris](https://github.com/solaris-wm/solaris) multiplayer world model for Minecraft. Refer to Solaris repository for downloading and evaluation running [instructions](https://github.com/solaris-wm/solaris?tab=readme-ov-file#inference). |
| You can also use it to benchmark any multi-agent action-conditioned video model. |
|
|
| # Dataset Info |
|
|
| The dataset contains videos and actions for two players in Minecraft at `720p` and `20 fps`. |
| You can find the action space in the [training dataset](https://huggingface.co/datasets/nyu-visionx/solaris-training-dataset) page |
|
|
|
|
| Below are the datasets folder descriptions and how they are referred to in the paper: |
|
|
| - `bothLookAwayEval` (Memory): Both players look away and back |
| - `oneLooksAwayEval` (Grounding): One player looks away and back |
| - `rotationEval` (Movement): One player rotates its yaw |
| - `structureEval` (Building): One player builds a structure |
| - `translationEval` (Movement): One player moves left, right, forward, backward |
| - `turnToLookEval` (Consistency): Two players look in the same direction |
| - `turnToLookOppositeEval` (Consistency): Two players look in the opposite direction |
|
|
| # Citation |
|
|
| ```bibtex |
| @article{savva2025solaris, |
| title={Solaris: Building a Multiplayer Video World Model in Minecraft}, |
| author={Georgy Savva and Oscar Michel and Daohan Lu and Suppakit Waiwitlikhit and Timothy Meehan and Dhairya Mishra and Srivats Poddar and Jack Lu and Saining Xie}, |
| journal={arXiv preprint arXiv:2602.22208}, |
| year={2025} |
| } |
| ``` |
|
|
