MatBench-Discovery: an open leaderboard for ML crystal stability

We launched a continuously updated leaderboard that ranks ML models on their ability to predict thermodynamic stability across a held-out test set derived from WBM. The site includes interactive Pareto plots, per-model error breakdowns, and downloadable prediction files. Source code is fully open and contributions to add new models are welcome via pull request.