Item Recommendation on ARD Toys And Games
0.0522Recall@5Swing
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| SwingBackbone=Swing, Data Augmentation=LLM-I2I2025.12 | 0.0522 | 0.0739 | 0.0343 | 0.0413 | |
| SwingBackbone=Swing, Data Augmentation=No2025.12 | 0.0471 | 0.0616 | 0.0324 | 0.0372 | |
| SwingBackbone=Swing, Data Augmentation=LLM-CF2025.12 | 0.0453 | 0.0679 | 0.0291 | 0.0365 | |
| YoutubeDNNBackbone=YoutubeDNN, Data Augmentation=LLM-I2I2025.12 | 0.02 | 0.0311 | 0.0124 | 0.016 | |
| YoutubeDNNBackbone=YoutubeDNN, Data Augmentation=LLM-CF2025.12 | 0.0137 | 0.0245 | 0.0084 | 0.0118 | |
| BPRBackbone=BPR, Data Augmentation=LLM-I2I2025.12 | 0.0128 | 0.021 | 0.0071 | 0.0098 | |
| BM25Backbone=BM25, Data Augmentation=LLM-I2I2025.12 | 0.0111 | 0.0271 | 0.0051 | 0.0099 | |
| YoutubeDNNBackbone=YoutubeDNN, Data Augmentation=No2025.12 | 0.0111 | 0.0194 | 0.0065 | 0.0092 | |
| BM25Backbone=BM25, Data Augmentation=No2025.12 | 0.0092 | 0.0258 | 0.0037 | 0.0096 | |
| BPRBackbone=BPR, Data Augmentation=LLM-CF2025.12 | 0.0084 | 0.0147 | 0.0044 | 0.0064 | |
| BPRBackbone=BPR, Data Augmentation=No2025.12 | 0.0074 | 0.0103 | 0.0037 | 0.0046 | |
| BM25Backbone=BM25, Data Augmentation=LLM-CF2025.12 | 0.0067 | 0.0182 | 0.0032 | 0.0069 |