Sequential Recommendation on Game (test)
7.11Hit@5LC-Rec + ILRec
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LC-Rec + ILRecBackbone LLM=Llama3.1-8B2026.02 | 7.11 | 10.75 | 4.89 | 6 | |
| LC-Rec + SPRecBackbone LLM=Llama3.1-8B2026.02 | 6.81 | 9.96 | 4.75 | 5.69 | |
| LC-RecBackbone LLM=Llama3.1-8B2026.02 | 6.74 | 9.84 | 4.7 | 5.61 | |
| LC-Rec + SDPOBackbone LLM=Llama3.1-8B2026.02 | 6.68 | 9.75 | 4.56 | 5.47 | |
| LC-Rec + RosePOBackbone LLM=Llama3.1-8B2026.02 | 6.32 | 9.27 | 4.41 | 5.26 | |
| BIGRec + ILRecBackbone LLM=Llama3.1-8B2026.02 | 5.29 | 7.09 | 4.55 | 5.11 | |
| BIGRec + SPRecBackbone LLM=Llama3.1-8B2026.02 | 5.07 | 6.83 | 4.37 | 4.86 | |
| BIGRecBackbone LLM=Llama3.1-8B2026.02 | 5.02 | 6.77 | 4.33 | 4.81 | |
| BIGRec + SDPOBackbone LLM=Llama3.1-8B2026.02 | 4.96 | 6.65 | 4.2 | 4.77 | |
| BIGRec + RosePOBackbone LLM=Llama3.1-8B2026.02 | 4.78 | 6.55 | 4.08 | 4.71 | |
| SASRecType=Traditional sequential model2026.02 | 4.22 | 5.98 | 3.12 | 3.96 | |
| GRU4RecType=Traditional sequential model2026.02 | 4.06 | 5.17 | 2.89 | 3.65 | |
| CaserType=Traditional sequential model2026.02 | 2.17 | 4.23 | 1.52 | 1.79 |