Cold-start Ranking on Proprietary e-commerce dataset (cold-start)
70.05AUCLRwarm
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LRwarmL(ms)=0.1512026.04 | 70.05 | 6.39 | 8.71 | |
| LH2.5PL(ms)=0.1572026.04 | 67.22 | 4.56 | 7.92 | |
| LH2.5FL(ms)=0.1602026.04 | 66.54 | 4.35 | 7.79 | |
| LH4oL(ms)=0.1632026.04 | 65.39 | 4.9 | 7.64 | |
| LH5.1L(ms)=0.1582026.04 | 64.97 | 4.27 | 6.68 | |
| LRcoldL(ms)=0.1472026.04 | 55.93 | 3.28 | 5.08 | |
| EmbT5L(ms)=0.3572026.04 | 41.05 | 1.74 | 2.62 | |
| LLM-TRL(ms)=3.78E32026.04 | 5.76 | 0.886 | 5.08 | |
| LLM-RL(ms)=2.13E32026.04 | 5.71 | 0.931 | 2.21 |