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Models/BSARec

BSARec

Reported on 43 benchmarks across 1 task · 1 paper · 41 SOTA

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

Knowledge Base43 results

Recommendation SystemsonAmazon-Toys
HR@5· 2023-12-16
0.0805
SOTA
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention arXiv:2312.10325
Recommendation SystemsonLastFM
HR@10· 2023-12-16
0.0807
SOTA
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention arXiv:2312.10325
Recommendation SystemsonLastFM
HR@10 (99 Neg. Samples)· 2023-12-16
0.5028
SOTA
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention arXiv:2312.10325
Recommendation SystemsonLastFM
HR@20· 2023-12-16
0.1174
SOTA
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention arXiv:2312.10325
Recommendation SystemsonLastFM
HR@5· 2023-12-16
0.0523
SOTA
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention arXiv:2312.10325
Recommendation SystemsonLastFM
HR@5 (99 Neg. Samples)· 2023-12-16
0.3752
SOTA
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention arXiv:2312.10325
Recommendation SystemsonLastFM
MRR (99 Neg. Samples)· 2023-12-16
0.2636
SOTA
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention arXiv:2312.10325
Recommendation SystemsonLastFM
NDCG@10· 2023-12-16
0.0435
SOTA
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention arXiv:2312.10325
Recommendation SystemsonLastFM
NDCG@10 (99 Neg. Samples)· 2023-12-16
0.3045
SOTA
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention arXiv:2312.10325
Recommendation SystemsonLastFM
NDCG@20· 2023-12-16
0.0526
SOTA
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention arXiv:2312.10325
Recommendation SystemsonLastFM
NDCG@5· 2023-12-16
0.0344
SOTA
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention arXiv:2312.10325
Recommendation SystemsonLastFM
NDCG@5 (99 Neg. Samples)· 2023-12-16
0.2634
SOTA
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention arXiv:2312.10325
Recommendation SystemsonAmazon-Beauty
HR@10· 2023-12-16
0.1008
SOTA
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention arXiv:2312.10325
Recommendation SystemsonAmazon-Beauty
HR@20· 2023-12-16
0.1373
SOTA
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention arXiv:2312.10325
Recommendation SystemsonAmazon-Beauty
HR@5· 2023-12-16
0.0736
SOTA
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention arXiv:2312.10325
Recommendation SystemsonAmazon-Beauty
NDCG@20· 2023-12-16
0.0703
best: 0.2308 (HetroFair)
SOTA
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention arXiv:2312.10325
Recommendation SystemsonAmazon-Beauty
NDCG@5· 2023-12-16
0.0523
SOTA
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention arXiv:2312.10325
Recommendation SystemsonAmazon-Beauty
nDCG@10· 2023-12-16
0.0611
SOTA
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention arXiv:2312.10325
Recommendation SystemsonYelp
HR@10· 2023-12-16
0.0465
best: 0.9015 (HMAR)
SOTA
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention arXiv:2312.10325
Recommendation SystemsonYelp
HR@10 (99 Neg. Samples)· 2023-12-16
0.7848
SOTA
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention arXiv:2312.10325
Recommendation SystemsonYelp
HR@20· 2023-12-16
0.0746
SOTA
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention arXiv:2312.10325
Recommendation SystemsonYelp
HR@5· 2023-12-16
0.0275
SOTA
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention arXiv:2312.10325
Recommendation SystemsonYelp
HR@5 (99 Neg. Samples)· 2023-12-16
0.6447
SOTA
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention arXiv:2312.10325
Recommendation SystemsonYelp
MRR (99 Neg. Samples)· 2023-12-16
0.4587
SOTA
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention arXiv:2312.10325
Recommendation SystemsonYelp
NDCG@10· 2023-12-16
0.0231
SOTA
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention arXiv:2312.10325
Recommendation SystemsonYelp
NDCG@10 (99 Neg. Samples)· 2023-12-16
0.528
SOTA
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention arXiv:2312.10325
Recommendation SystemsonYelp
NDCG@5· 2023-12-16
0.017
SOTA
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention arXiv:2312.10325
Recommendation SystemsonYelp
NDCG@5 (99 Neg. Samples)· 2023-12-16
0.4824
SOTA
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention arXiv:2312.10325
Recommendation SystemsonMovieLens 1M
HR@10 (99 Neg. Samples)· 2023-12-16
0.7978
SOTA
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention arXiv:2312.10325
Recommendation SystemsonMovieLens 1M
HR@20· 2023-12-16
0.3884
best: 0.4338 (TiM4Rec)
SOTA
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention arXiv:2312.10325
Recommendation SystemsonMovieLens 1M
HR@5· 2023-12-16
0.1944
best: 0.2308 (TiM4Rec)
SOTA
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention arXiv:2312.10325
Recommendation SystemsonMovieLens 1M
HR@5 (99 Neg. Samples)· 2023-12-16
0.7023
SOTA
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention arXiv:2312.10325
Recommendation SystemsonMovieLens 1M
MRR (99 Neg. Samples)· 2023-12-16
0.5406
SOTA
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention arXiv:2312.10325
Recommendation SystemsonMovieLens 1M
NDCG@10· 2023-12-16
0.1568
best: 0.2127 (SS4Rec)
SOTA
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention arXiv:2312.10325
Recommendation SystemsonMovieLens 1M
NDCG@10 (99 Neg. Samples)· 2023-12-16
0.5955
SOTA
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention arXiv:2312.10325
Recommendation SystemsonMovieLens 1M
NDCG@20· 2023-12-16
0.1851
best: 0.2194 (TiM4Rec)
SOTA
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention arXiv:2312.10325
Recommendation SystemsonMovieLens 1M
NDCG@5· 2023-12-16
0.1306
best: 0.1608 (TiM4Rec)
SOTA
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention arXiv:2312.10325
Recommendation SystemsonMovieLens 1M
NDCG@5 (99 Neg. Samples)· 2023-12-16
0.5646
SOTA
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention arXiv:2312.10325
Recommendation SystemsonAmazon-Sports
HR@10· 2023-12-16
0.0612
best: 0.1042 (SS4Rec)
SOTA
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention arXiv:2312.10325
Recommendation SystemsonAmazon-Sports
HR@20· 2023-12-16
0.0858
SOTA
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention arXiv:2312.10325
Recommendation SystemsonAmazon-Sports
HR@5· 2023-12-16
0.0426
SOTA
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention arXiv:2312.10325
Recommendation SystemsonYelp
NDCG@20· 2023-12-16
0.0302
best: 0.1939 (ConvNCF)
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention arXiv:2312.10325
Recommendation SystemsonMovieLens 1M
HR@10· 2023-12-16
0.2757
best: 0.8903 (KTUP (soft))
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention arXiv:2312.10325