Positive Steering Recommendation on ML1M (test)
0.5748NDCG@10DPR
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DPRRec Model=SASRec2026.02 | 0.5748 | 0.5921 | 0.73 | 0.7981 | |
| DPRRec Model=GRU4Rec2026.02 | 0.5501 | 0.5683 | 0.6991 | 0.771 | |
| DeepSeek-V3Rec Model=SASRec, Context=1002026.02 | 0.5062 | 0.5076 | 0.5378 | 0.5429 | |
| DeepSeek-V3Rec Model=GRU4Rec, Context=1002026.02 | 0.4814 | 0.4827 | 0.5107 | 0.5157 | |
| DeepSeek-V3Rec Model=SASRec, Context=502026.02 | 0.395 | 0.3956 | 0.4134 | 0.4158 | |
| DeepSeek-V3Rec Model=GRU4Rec, Context=502026.02 | 0.3695 | 0.3699 | 0.3861 | 0.3879 | |
| DeepSeek-V3Rec Model=SASRec, Context=202026.02 | 0.2453 | 0.2455 | 0.253 | 0.2537 | |
| DeepSeek-V3Rec Model=GRU4Rec, Context=202026.02 | 0.2166 | 0.2167 | 0.2226 | 0.2233 | |
| Llama2-7bRec Model=SASRec, Context=202026.02 | 0.0824 | 0.1046 | 0.165 | 0.2537 | |
| Llama2-7bRec Model=SASRec, Context=302026.02 | 0.0766 | 0.1013 | 0.1532 | 0.2516 | |
| Llama2-7bRec Model=GRU4Rec, Context=202026.02 | 0.07 | 0.0896 | 0.1447 | 0.2233 | |
| Llama2-7bRec Model=GRU4Rec, Context=302026.02 | 0.0662 | 0.0882 | 0.1343 | 0.2223 |