Sequential Recommendation on Games 5-core filtered (test)
7.51Recall@5IntuRec-D
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| IntuRec-DBase Model=D3, Backbone=Qwen2.5-1.5B2026.06 | 7.51 | 10.33 | 5.33 | 6.25 | |
| LatentR3-DBase Model=D3, Backbone=Qwen2.5-1.5B2026.06 | 7.13 | 9.77 | 4.95 | 5.8 | |
| IntuRec-BBase Model=BIGRec, Backbone=Qwen2.5-1.5B2026.06 | 6.87 | 9.61 | 4.88 | 5.76 | |
| D3Recommendation Approach Type=LLM-based, Backbone=Qwen2.5-1.5B2026.06 | 6.08 | 8.6 | 4.23 | 5.05 | |
| LatentR3-BBase Model=BIGRec, Backbone=Qwen2.5-1.5B2026.06 | 5.9 | 8.84 | 4.19 | 5.13 | |
| ReaRecRecommendation Approach Type=Traditional2026.06 | 5.76 | 8.56 | 3.97 | 4.87 | |
| AlphaRecRecommendation Approach Type=LLM-based, Backbone=Qwen2.5-1.5B2026.06 | 5.58 | 8.93 | 3.97 | 5.15 | |
| BIGRecRecommendation Approach Type=LLM-based, Backbone=Qwen2.5-1.5B2026.06 | 4.61 | 7.09 | 3.34 | 4.14 | |
| SASRecRecommendation Approach Type=Traditional2026.06 | 4.16 | 6.33 | 2.8 | 3.5 | |
| CaserRecommendation Approach Type=Traditional2026.06 | 3.24 | 5.38 | 2.11 | 2.8 | |
| GRU4RecRecommendation Approach Type=Traditional2026.06 | 3.22 | 5.17 | 2.07 | 2.7 | |
| LLM-BaseRecommendation Approach Type=LLM-based, Backbone=Qwen2.5-1.5B2026.06 | 2.36 | 3.11 | 1.9 | 2.14 | |
| LLM-CoTRecommendation Approach Type=LLM-based, Backbone=Qwen2.5-1.5B2026.06 | 1.2 | 1.94 | 0.82 | 1.05 |