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Drug synergy prediction on O'Neil Benchmark
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92
AUROC
DPASyn
71.2
76.6
82
87.4
May 25, 2025
AUROC
AUPR
Accuracy
Balanced Accuracy
Precision
True Positive Rate
Cohen's Kappa
Updated 2mo ago
Evaluation Results
Method
Method
Links
AUROC
AUPR
Accuracy
Balanced Accuracy
Precision
True Positive Rate
Cohen's Kappa
DPASyn
2025.05
92
91
86
86
85
85
0.72
AttenSyn
2025.05
92
90
84
84
83
82
0.67
MR-GNN
2025.05
90
90
82
82
81
80
0.65
DTSyn
2025.05
89
87
81
81
84
74
0.61
MLP
2025.05
84
82
76
75
75
71
0.5
RF
2025.05
74
73
67
67
70
59
0.35
Adaboost
2025.05
74
72
75
66
63
69
0.32
DeepSynergy
2025.05
72
77
72
72
73
64
0.43
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