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Recommendation on Amazon Toys (test)
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0.0202
Recall@10
RQFedRec
0.000544
0.005647
0.01075
0.015853
Jan 26, 2026
Recall@10
MRR@10
NDCG@10
Updated 4d ago
Evaluation Results
Method
Method
Links
Recall@10
MRR@10
NDCG@10
RQFedRec
Aggregation Type=Ours
2026.01
0.0202
0.0074
0.0104
FedRAP
Aggregation Type=ID-In...
2026.01
0.0186
0.0138
0.0149
FedMF
Aggregation Type=Standard
2026.01
0.0164
0.0058
0.0083
MF
Aggregation Type=No Ag...
2026.01
0.016
0.0109
0.0121
FedCIA
Aggregation Type=ID-In...
2026.01
0.0151
0.0076
0.0093
FedNCF
Aggregation Type=Standard
2026.01
0.0138
0.005
0.007
PFedRec
Aggregation Type=ID-In...
2026.01
0.003
0.0008
0.0013
GPFedRec
Aggregation Type=ID-In...
2026.01
0.0013
0.0002
0.0004
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