Recommendation on MovieLens (Recall@20 and NDCG@20)
26.02Recall@20SimGCL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SimGCLLoss=NT-SSM2026.05 | 26.02 | 32.58 | |
| Full ModelParam=17.0M2026.04 | 25.98 | 20.294 | |
| SimGCLLoss=NT-BPR2026.05 | 25.63 | 31.9 | |
| LightGCNLoss=NT-SSM2026.05 | 25.44 | 32.16 | |
| SimGCLLoss=BPR2026.05 | 25.23 | 31.59 | |
| NCLLoss=NT-BPR2026.05 | 25.01 | 31.71 | |
| NCLLoss=NT-SSM2026.05 | 24.93 | 31.32 | |
| LightGCNLoss=NT-BPR2026.05 | 24.87 | 31.54 | |
| NCLLoss=BPR2026.05 | 24.52 | 31.1 | |
| SimGCLLoss=SSM2026.05 | 23.54 | 28.99 | |
| LightGCNLoss=BPR2026.05 | 23.28 | 29.53 | |
| NCLLoss=SSM2026.05 | 21.68 | 26.14 | |
| BACOParam=2.19M2026.04 | 21.362 | 14.802 | |
| LightGCNLoss=SSM2026.05 | 21.34 | 26.48 | |
| LeidenParam=2.26M2026.04 | 20.878 | 14.778 | |
| GraphHashParam=2.26M2026.04 | 20.631 | 14.669 |