Recommendation on AEDS
5.81Recall@5LLM-I2I
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| LLM-I2IBackbone=Swing2025.12 | 5.81 | 7.85 | 10.33 | 13.61 | 16.18 | 18.61 | 4.2 | 4.85 | 5.48 | 6.12 | 6.54 | 6.88 | |
| LLM-I2IBackbone=BM252025.12 | 5.56 | 7.3 | 9.52 | 12.88 | 15.68 | 17.92 | 3.55 | 4.08 | 4.63 | 5.3 | 5.76 | 6.07 | |
| BM25Data Augmentation=None2025.12 | 5.04 | 5.65 | 7.55 | 10.34 | 12.2 | 13.56 | 3.37 | 3.18 | 3.67 | 4.23 | 4.53 | 4.72 | |
| LLM-I2IBackbone=YoutubeDNN2025.12 | 5 | 7.21 | 9.26 | 12.86 | 14.55 | 18.29 | 3.32 | 4.1 | 4.83 | 5.42 | 6.18 | 6.39 | |
| SwingData Augmentation=None2025.12 | 4.9 | 6.64 | 9.07 | 11.98 | 13.96 | 16.22 | 3.61 | 4.17 | 4.78 | 5.35 | 5.68 | 5.99 | |
| YoutubeDNNData Augmentation=None2025.12 | 4.47 | 5.94 | 8.17 | 10.78 | 12.64 | 15.27 | 3.11 | 3.67 | 4 | 4.81 | 5.1 | 5.22 | |
| LLM-I2IBackbone=BPR2025.12 | 0.52 | 0.95 | 1.5 | 2.71 | 4.03 | 5.57 | 0.32 | 0.46 | 0.6 | 0.83 | 1.05 | 1.26 | |
| BPRData Augmentation=None2025.12 | 0.34 | 0.49 | 0.76 | 1.18 | 1.65 | 2.29 | 0.22 | 0.27 | 0.34 | 0.42 | 0.49 | 0.58 |