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Benchmarks
Top-K Recommendation on Gowalla (Recall@20, Recall@50, Recall@80)
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20.78
Recall@20
Talos
10.2136
12.9568
15.7
18.4432
Jan 27, 2026
Recall@20
Recall@50
Recall@80
Updated 4d ago
Evaluation Results
Method
Method
Links
Recall@20
Recall@50
Recall@80
Talos
Backbone=MF, Optimizat...
2026.01
20.78
32.02
38.94
Talos
Backbone=MF, Optimizat...
2026.01
20.78
32.12
39.07
Talos
Backbone=MF, Optimizat...
2026.01
20.74
32.11
39.11
PSL
Backbone=MF
2026.01
20.38
31.92
39.02
SL
Backbone=MF
2026.01
20.17
31.85
39
BSL
Backbone=MF
2026.01
20.17
31.85
39
AdvInfoNCE
Backbone=MF
2026.01
20.13
31.83
39
SmoothI@K
Backbone=MF, Optimizat...
2026.01
18.82
30.27
36.25
LLPAUC
Backbone=MF
2026.01
18.47
29.27
36.4
RS@K
Backbone=MF, Optimizat...
2026.01
12.18
10.59
24.06
AATP
Backbone=MF
2026.01
10.62
20.68
21.6
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