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Models/BSPM-EM

BSPM-EM

Reported on 12 benchmarks across 2 tasks · 1 paper · 7 SOTA

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

Knowledge Base6 results

Recommendation SystemsonGowalla
Recall@20· 2022-11-17
0.192
best: 0.1922 (RLAE-DAN)
SOTA
Blurring-Sharpening Process Models for Collaborative Filtering arXiv:2211.09324
Recommendation SystemsonYelp2018
NDCG@20· 2022-11-17
0.0593
best: 0.0611 (NESCL)
SOTA
Blurring-Sharpening Process Models for Collaborative Filtering arXiv:2211.09324
Recommendation SystemsonYelp2018
Recall@20· 2022-11-17
0.072
best: 0.0743 (NESCL)
SOTA
Blurring-Sharpening Process Models for Collaborative Filtering arXiv:2211.09324
Recommendation SystemsonGowalla
nDCG@20· 2022-11-17
0.1597
best: 0.6019 (ConvNCF)
Blurring-Sharpening Process Models for Collaborative Filtering arXiv:2211.09324
Recommendation SystemsonAmazon-Book
Recall@20· 2022-11-17
0.0733
best: 0.0773 (SSCF)
Blurring-Sharpening Process Models for Collaborative Filtering arXiv:2211.09324
Recommendation SystemsonAmazon-Book
nDCG@20· 2022-11-17
0.0609
best: 0.0647 (SSCF)
Blurring-Sharpening Process Models for Collaborative Filtering arXiv:2211.09324

Miscellaneous6 results

Collaborative FilteringonGowalla
NDCG@20· 2022-11-17
0.1597
best: 0.1617 (NESCL)
SOTA
Blurring-Sharpening Process Models for Collaborative Filtering arXiv:2211.09324
Collaborative FilteringonGowalla
Recall@20· 2022-11-17
0.192
best: 0.1922 (RLAE-DAN)
SOTA
Blurring-Sharpening Process Models for Collaborative Filtering arXiv:2211.09324
Collaborative FilteringonYelp2018
NDCG@20· 2022-11-17
0.0593
best: 0.0611 (NESCL)
SOTA
Blurring-Sharpening Process Models for Collaborative Filtering arXiv:2211.09324
Collaborative FilteringonYelp2018
Recall@20· 2022-11-17
0.072
best: 0.0743 (NESCL)
SOTA
Blurring-Sharpening Process Models for Collaborative Filtering arXiv:2211.09324
Collaborative FilteringonAmazon-Book
NDCG@20· 2022-11-17
0.0609
best: 0.0637 (SANSA)
Blurring-Sharpening Process Models for Collaborative Filtering arXiv:2211.09324
Collaborative FilteringonAmazon-Book
Recall@20· 2022-11-17
0.0733
best: 0.0768 (SANSA)
Blurring-Sharpening Process Models for Collaborative Filtering arXiv:2211.09324