Re-ranking on Ad (test)
61.55MAP@5EGLR
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| EGLRLearning Paradigm=Latent-Reasoning2026.01 | 61.55 | 61.85 | 69.39 | 70.69 | 77.16 | |
| ReaRecLearning Paradigm=Latent-Reasoning2026.01 | 61.35 | 61.61 | 69.15 | 70.44 | 72.17 | |
| PRMLearning Paradigm=Supervise Learning2026.01 | 61.29 | 61.6 | 69.12 | 70.46 | 71.72 | |
| DLCMLearning Paradigm=Supervise Learning2026.01 | 61.22 | 61.55 | 69.08 | 70.42 | 71.2 | |
| Seq2SlateLearning Paradigm=Supervise Learning2026.01 | 61.11 | 61.4 | 69.02 | 70.29 | 71.9 | |
| LatentR3Learning Paradigm=Latent-Reasoning2026.01 | 60.99 | 61.32 | 68.92 | 70.28 | 75.11 | |
| STREAM-RecLearning Paradigm=Latent-Reasoning2026.01 | 60.78 | 61.15 | 68.73 | 70.12 | 74.65 | |
| LASTLearning Paradigm=Reinforcement Learning2026.01 | 60.3 | 60.65 | 68.4 | 69.8 | 73.7 | |
| CMRLearning Paradigm=Reinforcement Learning2026.01 | 60.22 | 60.57 | 68.31 | 69.71 | 73.45 | |
| EG-RerankLearning Paradigm=Reinforcement Learning2026.01 | 60.16 | 60.48 | 68.2 | 69.62 | 72.49 |