Sequential Recommendation on AD (test)
0.69Recall@1Bias-Subtracted Contrastive Inference
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Bias-Subtracted Contrastive InferenceBackbone=Qwen-8B, Think-mode=On, num_beams=32, num_return_sequences=322026.02 | 0.69 | 2.85 | 4.36 | 2.6 | 2.56 | 3.02 | |
| OpenOneRec-thinkBackbone=Qwen-8B, Think-mode=On, num_beams=32, num_return_sequences=322026.02 | 0.66 | 2.75 | 3.75 | 2.1 | 2.47 | 2.75 | |
| OpenOneRecBackbone=Qwen-8B, Think-mode=Off, num_beams=32, num_return_sequences=322026.02 | 0.59 | 2.34 | 3.94 | 2 | 2.23 | 2.79 | |
| Bias-Subtracted Contrastive InferenceBackbone=Qwen-1.7B, Think-mode=On, num_beams=32, num_return_sequences=322026.02 | 0.43 | 1.59 | 2.86 | 1.7 | 1.49 | 2.03 | |
| OpenOneRec-thinkBackbone=Qwen-1.7B, Think-mode=On, num_beams=32, num_return_sequences=322026.02 | 0.35 | 1.24 | 2.17 | 1.6 | 1.29 | 1.65 | |
| OpenOneRecBackbone=Qwen-1.7B, Think-mode=Off, num_beams=32, num_return_sequences=322026.02 | 0.3 | 1.39 | 2.82 | 1.4 | 1.45 | 1.97 | |
| SASRec2026.02 | 0.2 | 0.56 | 0.94 | 0.6 | 0.67 | 0.7 | |
| HSTU2026.02 | 0.05 | 0.3 | 0.57 | 0.21 | 0.32 | 0.43 |