# atomind-ai/mlip-arena

<https://repo.masters-masters.com/en/repos/atomind-ai/mlip-arena>

[Home](https://repo.masters-masters.com/en) › [atomind-ai](https://repo.masters-masters.com/en/owners/atomind-ai) › [mlip-arena](https://repo.masters-masters.com/en/repos/atomind-ai/mlip-arena)

atomind-ai/mlip-arena has 109 stars on GitHub. Its RepoMasters card: Prototype tier. 🌟 \[NeurIPS '25 Spotlight\] Fair and transparent benchmark of machine…

| Field | Value |
| --- | --- |
| Owner | [atomind-ai](https://repo.masters-masters.com/en/owners/atomind-ai) |
| Stars | 109 |
| Forks | 10 |
| Language | [Jupyter Notebook](https://repo.masters-masters.com/en/languages/jupyter-notebook) |
| License | Apache-2.0 |
| Created | 2024 |
| Topics | interatomic-potentials, machine-learning, quantum-chemistry, benchmark-framework, materials, molecules, benchmark, machine-learning-potentials, neural-network-potentials |
| Tier | [Prototype (100 to 249 ★)](https://repo.masters-masters.com/en/ranks/rush) |
| View on GitHub | [atomind-ai/mlip-arena](https://github.com/atomind-ai/mlip-arena) |

## Repository

🌟 \[NeurIPS '25 Spotlight\] Fair and transparent benchmark of machine learning interatomic potentials (MLIPs), beyond basic error metrics https://openreview.net/forum?id=SAT0KPA5UO

The tier for repos with 100 to 249 ★. Published odds per card pulled: 70%. Rarity: Common.

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Data: GitHub · Illustration drawn by RepoMasters from the repo’s ID and its language color.