Session Recommendation on Games (HR@1, HR@5, NDCG@1, NDCG@5, Gain)
0.6HR@5PO4ISR++
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PO4ISR++Category=LLM Methods2026.04 | 0.6 | 0.4 | 0.4 | 0.4994 | 15.79 | |
| PO4ISRCategory=LLM Methods2026.04 | 0.5866 | 0.2588 | 0.2588 | 0.4313 | — | |
| NIRCategory=LLM Methods2026.04 | 0.3406 | 0.1168 | 0.1168 | 0.231 | — | |
| MCPRNCategory=Multi-Intent2026.04 | 0.2694 | 0.0696 | 0.0696 | 0.1662 | — | |
| STAMPCategory=Single-Intent2026.04 | 0.2586 | 0.0556 | 0.0556 | 0.1555 | — | |
| NARMCategory=Single-Intent2026.04 | 0.2574 | 0.0572 | 0.0572 | 0.1534 | — | |
| FPMCCategory=Conventional2026.04 | 0.2564 | 0.0498 | 0.0498 | 0.1508 | — | |
| HIDECategory=Multi-Intent2026.04 | 0.2472 | 0.053 | 0.053 | 0.1475 | — | |
| GCE-GNNCategory=Multi-Intent2026.04 | 0.2416 | 0.0522 | 0.0522 | 0.1432 | — | |
| LLM4RSRCategory=LLM Methods2026.04 | 0.0596 | — | — | 0.0473 | — | |
| SKNNCategory=Conventional2026.04 | 0.002 | 0.002 | 0.002 | 0.002 | — |