LHC Machine Learning Leaderboard for comparison of different machine learning methods on LHC benchmark datasets.
First prototype available now.
Classification: HIGGS
| Type | Measure | Score | Identifier | Reference |
|---|---|---|---|---|
| DNN | AUC | 0.885 | jsductor | https://arxiv.org/abs/1402.4735 |
| BDT | AUC | 0.861 | fundub | Link to repository/paper/website |
Classification: SUSY
| Type | Measure | Score | Identifier | Reference |
|---|---|---|---|---|
| DNN | AUC | 0.876 | jsductor | https://arxiv.org/abs/1402.4735 |
Regression: FOO
| Type | Measure | Score | Identifier | Reference |
|---|---|---|---|---|
| DNN | MSE | 0.018 | exhibile5 | https://github.com/stwunsch/dummy |
| DNN | MSE | 0.021 | exhibile5 | https://github.com/stwunsch/dummy2 |