Recommendation on Yelp (Recall@40, NDCG@40)
11.36Recall@40LightGCN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LightGCNLoss=NT-SSM2026.05 | 11.36 | 7.33 | |
| SimGCLLoss=NT-SSM2026.05 | 11.17 | 7.24 | |
| SimGCLLoss=NT-BPR2026.05 | 11.14 | 7.15 | |
| SimGCLLoss=SSM2026.05 | 11.1 | 7.19 | |
| SimGCLLoss=BPR2026.05 | 11.07 | 7.09 | |
| NCLLoss=NT-SSM2026.05 | 11.05 | 7.11 | |
| NCLLoss=SSM2026.05 | 10.79 | 6.97 | |
| LightGCNLoss=SSM2026.05 | 10.61 | 6.87 | |
| NCLLoss=NT-BPR2026.05 | 10.32 | 6.65 | |
| NCLLoss=BPR2026.05 | 10.22 | 6.56 | |
| LightGCNLoss=NT-BPR2026.05 | 9.78 | 6.28 | |
| LightGCNLoss=BPR2026.05 | 9.27 | 5.91 |