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Benchmarks
User categorization on Pokec-z (test)
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70.97
Accuracy
GAT+FAIRBINN
64.9692
66.5271
68.085
69.6429
Oct 21, 2024
Accuracy
AUC
Delta DP
Delta EO
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
AUC
Delta DP
Delta EO
GAT+FAIRBINN
Backbone=GAT
2024.10
70.97
77.58
0.93
0.97
FAIRGAT
2024.10
70.1
76.5
0.5
0.8
FAIRGCN
2024.10
70
76.7
0.9
1.7
NT-FAIRGNN
2024.10
70
76.7
1
1.6
ALFR-E
variant=E
2024.10
68
74
5.8
2.8
DEBIAS-E
variant=E
2024.10
67.5
74.2
4.7
3
FCGE
2024.10
65.9
71
3.1
1.7
ALFR
2024.10
65.4
71.3
2.8
1.1
DEBIAS
2024.10
65.2
71.4
1.9
1.9
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