Ranking on LETOR
33.6Total Time (s)LightGBM+
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LightGBM+Hardware=GPU, Quantization Bit-width=2-bit2022.07 | 33.6 | 10.2 | |
| LightGBM+Hardware=GPU, Quantization Bit-width=3-bit2022.07 | 33.87 | — | |
| LightGBM+Hardware=GPU, Quantization Bit-width=4-bit2022.07 | 34.11 | — | |
| LightGBM+Hardware=GPU, Quantization Bit-width=5-bit2022.07 | 34.36 | — | |
| LightGBM+Hardware=GPU2022.07 | 41.79 | 17.75 | |
| XGBoostHardware=GPU2022.07 | 51.29 | — | |
| LightGBMHardware=CPU, Quantization Bit-width=2-bit2022.07 | 72.08 | 38.23 | |
| XGBoostHardware=CPU2022.07 | 72.37 | — | |
| LightGBMHardware=CPU, Quantization Bit-width=3-bit2022.07 | 74.35 | — | |
| LightGBMHardware=CPU, Quantization Bit-width=4-bit2022.07 | 77.66 | — | |
| LightGBMHardware=CPU, Quantization Bit-width=5-bit2022.07 | 77.92 | — | |
| LightGBMHardware=CPU2022.07 | 103.09 | 66.39 | |
| CatBoostHardware=CPU2022.07 | 865.4 | — |