Classification on dota2 (F1 score)
60.17F1 ScoreRNS
Evaluation Results
| Method | Links | |
|---|---|---|
| RNSModel Interpretability=Interpretable2024.08 | 60.17 | |
| RRLModel Interpretability=Interpretable2024.08 | 60.08 | |
| NODEModel Interpretability=Non-interpretable2024.08 | 60.01 | |
| FTModel Interpretability=Non-interpretable2024.08 | 59.7 | |
| SAINTModel Interpretability=Non-interpretable2024.08 | 59.58 | |
| PLNNModel Interpretability=Non-interpretable2024.08 | 59.46 | |
| LRModel Interpretability=Interpretable2024.08 | 59.34 | |
| TabNetModel Interpretability=Non-interpretable2024.08 | 59.16 | |
| TabTransModel Interpretability=Non-interpretable2024.08 | 59.12 | |
| LGBMModel Interpretability=Non-interpretable2024.08 | 58.81 | |
| LORDModel Interpretability=Interpretable2024.08 | 58.61 | |
| XGBModel Interpretability=Non-interpretable2024.08 | 58.53 | |
| SVMModel Interpretability=Non-interpretable2024.08 | 57.76 | |
| RFModel Interpretability=Non-interpretable2024.08 | 57.39 | |
| VIMEModel Interpretability=Non-interpretable2024.08 | 57.01 | |
| CRSModel Interpretability=Interpretable2024.08 | 56.31 | |
| RIPPERModel Interpretability=Interpretable2024.08 | 55.67 | |
| BNNModel Interpretability=Non-interpretable2024.08 | 54.76 | |
| PTURSModel Interpretability=Interpretable2024.08 | 53.82 | |
| DRNETModel Interpretability=Interpretable2024.08 | 52.67 | |
| C4.5Model Interpretability=Interpretable2024.08 | 52.08 | |
| CARTModel Interpretability=Interpretable2024.08 | 51.91 | |
| KNNModel Interpretability=Interpretable2024.08 | 51.61 | |
| CORELSModel Interpretability=Interpretable2024.08 | 46.21 | |
| STGModel Interpretability=Non-interpretable2024.08 | 41.02 | |
| SBRLModel Interpretability=Interpretable2024.08 | 34.83 |