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Models/NISER+

NISER+

Reported on 8 benchmarks across 1 task · 1 paper · 8 SOTA

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

Knowledge Base8 results

Recommendation Systemsonyoochoose1/64
HR@20· 2019-09-10
71.27
best: 72.62 (SR-PredAO+SGNNHN)
SOTA
NISER: Normalized Item and Session Representations to Handle Popularity Bias arXiv:1909.04276
Recommendation Systemsonyoochoose1/64
MRR@20· 2019-09-10
31.61
best: 32.61 (SGNN-HN)
SOTA
NISER: Normalized Item and Session Representations to Handle Popularity Bias arXiv:1909.04276
Recommendation Systemsonyoochoose1/4
HR@20· 2019-09-10
72.9
SOTA
NISER: Normalized Item and Session Representations to Handle Popularity Bias arXiv:1909.04276
Recommendation Systemsonyoochoose1/4
MRR@20· 2019-09-10
32.04
best: 32.7 (STAR)
SOTA
NISER: Normalized Item and Session Representations to Handle Popularity Bias arXiv:1909.04276
Recommendation SystemsonLast.FM
HR@20· 2019-09-10
24.76
best: 28.82 (PEN4Rec)
SOTA
NISER: Normalized Item and Session Representations to Handle Popularity Bias arXiv:1909.04276
Recommendation SystemsonLast.FM
MRR@20· 2019-09-10
9.02
best: 11.33 (PEN4Rec)
SOTA
NISER: Normalized Item and Session Representations to Handle Popularity Bias arXiv:1909.04276
Recommendation SystemsonDiginetica
Hit@20· 2019-09-10
53.39
best: 57.86 (SR-PredAO+DIDN)
SOTA
NISER: Normalized Item and Session Representations to Handle Popularity Bias arXiv:1909.04276
Recommendation SystemsonDiginetica
MRR@20· 2019-09-10
18.72
best: 20.49 (SR-PredAO+DIDN)
SOTA
NISER: Normalized Item and Session Representations to Handle Popularity Bias arXiv:1909.04276