Emb-GCN

Reported on 5 benchmarks across 2 tasks · 1 paper · 2 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Knowledge Base4 results

Recommendation SystemsonAmazon-Book
Recall@20· 2021-10-28
0.0681
best: 0.0773 (SSCF)
SOTA
UltraGCN: Ultra Simplification of Graph Convolutional Networks for Recommendation arXiv:2110.15114
Recommendation SystemsonAmazon-Book
nDCG@20· 2021-10-28
0.0556
best: 0.0647 (SSCF)
SOTA
UltraGCN: Ultra Simplification of Graph Convolutional Networks for Recommendation arXiv:2110.15114
Recommendation SystemsonGowalla
Recall@20· 2021-10-28
0.1862
best: 0.1922 (RLAE-DAN)
UltraGCN: Ultra Simplification of Graph Convolutional Networks for Recommendation arXiv:2110.15114
Recommendation SystemsonGowalla
nDCG@20· 2021-10-28
0.158
best: 0.6019 (ConvNCF)
UltraGCN: Ultra Simplification of Graph Convolutional Networks for Recommendation arXiv:2110.15114

Miscellaneous1 result

Collaborative FilteringonGowalla
Recall@20· 2021-10-28
0.1862
best: 0.1922 (RLAE-DAN)
UltraGCN: Ultra Simplification of Graph Convolutional Networks for Recommendation arXiv:2110.15114