Recommendation Systems On Gowalla
评估指标
Recall@20
nDCG@20
评测结果
各个模型在此基准测试上的表现结果
比较表格
| 模型名称 | Recall@20 | nDCG@20 |
|---|---|---|
| neighborhood-enhanced-supervised-contrastive | 0.1917 | 0.1617 |
| svd-ae-simple-autoencoders-for-collaborative | - | - |
| ultragcn-ultra-simplification-of-graph | 0.1862 | 0.1580 |
| lt-ocf-learnable-time-ode-based-collaborative | 0.1875 | 0.1574 |
| perturbation-recovery-method-for | 0.1901 | 0.157 |
| mgdcf-distance-learning-via-markov-graph | 0.1864 | 0.1589 |
| outer-product-based-neural-collaborative | - | 0.6019 |
| neural-graph-collaborative-filtering | 0.1570 | 0.1327 |
| sapling-similarity-outperforms-other-local | 0.1775 | 0.1390 |
| lightgcn-simplifying-and-powering-graph | 0.1830 | 0.1554 |
| perturbation-recovery-method-for | 0.1920 | 0.1597 |
| simplex-a-simple-and-strong-baseline-for | 0.1872 | 0.1557 |