Sequential Recommendation on Amazon Clothing
0.0082N@5BEAR
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| BEARBackbone=BIGRec2026.01 | 0.0082 | 0.0127 | 0.0148 | 0.029 | |
| MSLBackbone=BIGRec2026.01 | 0.0075 | 0.0115 | 0.0136 | 0.026 | |
| RosePOBackbone=BIGRec2026.01 | 0.0066 | 0.011 | 0.0138 | 0.0272 | |
| IGDBackbone=BIGRec2026.01 | 0.0059 | 0.0084 | 0.0098 | 0.0178 | |
| S-DPOBackbone=BIGRec2026.01 | 0.0054 | 0.0093 | 0.011 | 0.0232 | |
| D2LRBackbone=BIGRec2026.01 | 0.0051 | 0.0081 | 0.0098 | 0.0194 | |
| SPRecBackbone=BIGRec2026.01 | 0.0047 | 0.0069 | 0.0082 | 0.0152 | |
| D3Backbone=BIGRec2026.01 | 0.0045 | 0.0072 | 0.0088 | 0.0172 | |
| CFTBackbone=BIGRec2026.01 | 0.0045 | 0.0076 | 0.0086 | 0.0182 | |
| BIGRec2026.01 | 0.0043 | 0.0071 | 0.0086 | 0.0172 | |
| DROS2026.01 | 0.0038 | 0.0046 | 0.0048 | 0.0074 | |
| BERT4Rec2026.01 | 0.0028 | 0.0034 | 0.0033 | 0.0053 | |
| DLLM2Rec2026.01 | 0.0028 | 0.0045 | 0.0056 | 0.0106 | |
| SASRec2026.01 | 0.0022 | 0.0033 | 0.0036 | 0.0072 | |
| LLM-CF2026.01 | 0.0022 | 0.0034 | 0.0042 | 0.0078 |