Recommendation on LastFM (K=40)
40.56Recall@40NCL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| NCLLoss=NT-SSM2026.05 | 40.56 | 31.73 | |
| SimGCLLoss=NT-SSM2026.05 | 40.44 | 31.95 | |
| LightGCNLoss=NT-SSM2026.05 | 40.36 | 31.69 | |
| SimGCLLoss=NT-BPR2026.05 | 40.25 | 31.54 | |
| NCLLoss=NT-BPR2026.05 | 40.25 | 31.65 | |
| SimGCLLoss=BPR2026.05 | 40.23 | 31.49 | |
| NCLLoss=BPR2026.05 | 40.13 | 31.36 | |
| LightGCNLoss=NT-BPR2026.05 | 39.82 | 31.13 | |
| SimGCLLoss=SSM2026.05 | 38.51 | 30.13 | |
| LightGCNLoss=BPR2026.05 | 38.35 | 29.86 | |
| NCLLoss=SSM2026.05 | 38.07 | 30.02 | |
| LightGCNLoss=SSM2026.05 | 35.84 | 28.14 |