Quantile Regression on 122 benchmark datasets
0.015Normalized Quantile LossSQR
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SQRTransparent=true2025.08 | 0.015 | 0.049 | 9.85 | |
| SQR10KTransparent=true2025.08 | 0.017 | 0.058 | 9.71 | |
| QDTTransparent=true2025.08 | 0.02 | 0.066 | 210.82 | |
| LGBMTransparent=false2025.08 | 0.025 | 0.039 | — | |
| SQRTransparent=true2025.08 | 0.03 | 0.082 | 10.04 | |
| SQR10KTransparent=true2025.08 | 0.033 | 0.084 | 9.82 | |
| QDTTransparent=true2025.08 | 0.039 | 0.088 | 323.46 | |
| LGBMTransparent=false2025.08 | 0.042 | 0.064 | — | |
| LQRTransparent=true2025.08 | 0.059 | 0.065 | 19.54 | |
| LQRTransparent=true2025.08 | 0.059 | 0.287 | 19.57 |