Search Ranking on Kuaishou industrial search dataset (test)
64.31NDCG@10 (Click)SaFRO
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| SaFRO2026.03 | 64.31 | 80.22 | 68.71 | 70.85 | 71.02 | 86.56 | 81.73 | |
| AURO2026.03 | 63.84 | 79.15 | 68.01 | 70.59 | 70.4 | 84.67 | 80.26 | |
| DCN2026.03 | 63.81 | 79.16 | 68.29 | 70.23 | 70.37 | 84.22 | 80.54 | |
| RLUR2026.03 | 63.71 | 79.62 | 68.38 | 69.62 | 70.33 | 83.98 | 80.12 | |
| SAC2026.03 | 63.53 | 78.64 | 67.73 | 70.26 | 70.04 | 83.43 | 78.65 | |
| NeuralNDCG2026.03 | 63.06 | 77.47 | 67.82 | 69.04 | 69.35 | 74.45 | 71.83 | |
| TD32026.03 | 62.8 | 78.6 | 66.48 | 69.47 | 69.34 | 81.17 | 73.21 | |
| Batch-MTF2026.03 | 62.5 | 78.87 | 66.45 | 69.37 | 69.3 | 82.02 | 76.89 | |
| DDPG2026.03 | 62.28 | 76.88 | 66.71 | 69.49 | 68.84 | 81.32 | 73.56 | |
| LambdaRank2026.03 | 61.2 | 75.13 | 66.8 | 66.57 | 67.43 | 74.21 | 71.12 | |
| CEM2026.03 | 59.26 | 71.68 | 65.15 | 62.06 | 64.54 | 72.06 | 68.24 |