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Models/NESCL

NESCL

Reported on 10 benchmarks across 2 tasks · 1 paper · 5 SOTA

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

Knowledge Base6 results

Recommendation SystemsonYelp2018
NDCG@20· 2024-02-18
0.0611
SOTA
Neighborhood-Enhanced Supervised Contrastive Learning for Collaborative Filtering arXiv:2402.11523
Recommendation SystemsonYelp2018
Recall@20· 2024-02-18
0.0743
SOTA
Neighborhood-Enhanced Supervised Contrastive Learning for Collaborative Filtering arXiv:2402.11523
Recommendation SystemsonGowalla
Recall@20· 2024-02-18
0.1917
best: 0.1922 (RLAE-DAN)
Neighborhood-Enhanced Supervised Contrastive Learning for Collaborative Filtering arXiv:2402.11523
Recommendation SystemsonGowalla
nDCG@20· 2024-02-18
0.1617
best: 0.6019 (ConvNCF)
Neighborhood-Enhanced Supervised Contrastive Learning for Collaborative Filtering arXiv:2402.11523
Recommendation SystemsonAmazon-Book
Recall@20· 2024-02-18
0.0624
best: 0.0773 (SSCF)
Neighborhood-Enhanced Supervised Contrastive Learning for Collaborative Filtering arXiv:2402.11523
Recommendation SystemsonAmazon-Book
nDCG@20· 2024-02-18
0.0513
best: 0.0647 (SSCF)
Neighborhood-Enhanced Supervised Contrastive Learning for Collaborative Filtering arXiv:2402.11523

Miscellaneous4 results

Collaborative FilteringonGowalla
NDCG@20· 2024-02-18
0.1617
SOTA
Neighborhood-Enhanced Supervised Contrastive Learning for Collaborative Filtering arXiv:2402.11523
Collaborative FilteringonYelp2018
NDCG@20· 2024-02-18
0.0611
SOTA
Neighborhood-Enhanced Supervised Contrastive Learning for Collaborative Filtering arXiv:2402.11523
Collaborative FilteringonYelp2018
Recall@20· 2024-02-18
0.0743
SOTA
Neighborhood-Enhanced Supervised Contrastive Learning for Collaborative Filtering arXiv:2402.11523
Collaborative FilteringonGowalla
Recall@20· 2024-02-18
0.1917
best: 0.1922 (RLAE-DAN)
Neighborhood-Enhanced Supervised Contrastive Learning for Collaborative Filtering arXiv:2402.11523