Ranking on Yahoo LTR
23.09Total Time (s)LightGBM+
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LightGBM+Hardware=GPU, Quantization Bit-width=2-bit2022.07 | 23.09 | 8.23 | |
| LightGBM+Hardware=GPU, Quantization Bit-width=3-bit2022.07 | 24.93 | — | |
| LightGBM+Hardware=GPU, Quantization Bit-width=5-bit2022.07 | 25.5 | — | |
| LightGBM+Hardware=GPU, Quantization Bit-width=4-bit2022.07 | 25.65 | — | |
| XGBoostHardware=GPU2022.07 | 28.64 | — | |
| LightGBM+Hardware=GPU2022.07 | 30.79 | 11.59 | |
| CatBoostHardware=GPU2022.07 | 59.22 | — | |
| LightGBMHardware=CPU, Quantization Bit-width=3-bit2022.07 | 61.07 | — | |
| LightGBMHardware=CPU, Quantization Bit-width=4-bit2022.07 | 61.15 | — | |
| LightGBMHardware=CPU, Quantization Bit-width=2-bit2022.07 | 61.5 | 43.59 | |
| LightGBMHardware=CPU, Quantization Bit-width=5-bit2022.07 | 61.76 | — | |
| LightGBMHardware=CPU2022.07 | 75.44 | 58.53 | |
| XGBoostHardware=CPU2022.07 | 103.87 | — | |
| CatBoostHardware=CPU2022.07 | 588.2 | — |