Recommendation on MovieLens (Recall@40, NDCG@40)
38.15Recall@40SimGCL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SimGCLLoss=NT-SSM2026.05 | 38.15 | 35.12 | |
| SimGCLLoss=NT-BPR2026.05 | 37.71 | 34.46 | |
| LightGCNLoss=NT-SSM2026.05 | 37.45 | 34.62 | |
| SimGCLLoss=BPR2026.05 | 37.37 | 34.19 | |
| NCLLoss=NT-BPR2026.05 | 37.07 | 34.23 | |
| LightGCNLoss=NT-BPR2026.05 | 37 | 34.09 | |
| NCLLoss=NT-SSM2026.05 | 36.93 | 33.89 | |
| NCLLoss=BPR2026.05 | 36.58 | 33.64 | |
| LightGCNLoss=BPR2026.05 | 35.33 | 32.16 | |
| SimGCLLoss=SSM2026.05 | 35.1 | 31.61 | |
| LightGCNLoss=SSM2026.05 | 32.04 | 28.84 | |
| NCLLoss=SSM2026.05 | 31.62 | 28.18 |