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Top-N Recommendation on MovieLens 100k (test)
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19.14
Recall@10
RQFedRec
3.3008
7.4129
11.525
15.6371
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
19.14
0.6271
0.6695
FedCIA
Aggregation Type=ID-In...
2026.01
17.49
0.5661
0.6228
FedNCF
Aggregation Type=Standard
2026.01
17.13
0.539
0.6001
FedMF
Aggregation Type=Standard
2026.01
16.39
0.5527
0.6079
GPFedRec
Aggregation Type=ID-In...
2026.01
11.34
0.4124
0.4861
PFedRec
Aggregation Type=ID-In...
2026.01
6.63
0.315
0.3797
MF
Aggregation Type=No Ag...
2026.01
5.19
0.2551
0.3157
FedRAP
Aggregation Type=ID-In...
2026.01
3.91
0.1559
0.2036
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