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Discriminative Ranking on Amazon Beauty (test)
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0.447
Reconstruction Loss (L_recon)
ADC-SID
0.426292
0.566071
0.70585
0.845629
Oct 29, 2025
Reconstruction Loss (L_recon)
Entropy
Utility
AUC
GAUC
Updated 1mo ago
Evaluation Results
Method
Method
Links
Reconstruction Loss (L_recon)
Entropy
Utility
AUC
GAUC
ADC-SID
Backbone=PPNet
2025.10
0.447
4.4206
100
64.8
61.25
MM-RQ-VAE
Backbone=PPNet
2025.10
0.5079
3.8242
100
64.53
59.91
LETTER
Backbone=PPNet
2025.10
0.5431
2.6819
100
64.44
59.73
DAS
Backbone=PPNet
2025.10
0.5432
3.6819
100
64.66
59.33
RQ-VAE
Backbone=PPNet
2025.10
0.6028
3.4904
99
64.46
58.52
RQ-Kmeans
Backbone=PPNet
2025.10
0.6834
3.73
100
64.52
59.09
OPQ
Backbone=PPNet
2025.10
0.9647
3.398
96
64.49
58.98
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