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MoA Classification on Cell-Phenotype de novo generated molecules InfoAlign space
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28.7
Top-1 Cluster Accuracy
PhAME
12.476
16.688
20.9
25.112
May 27, 2026
Top-1 Cluster Accuracy
MoA Retrieval Rate @1
MoA Retrieval Rate @2
MoA Retrieval Rate @3
kNN Accuracy @1
kNN Accuracy @3
kNN Accuracy @5
Updated 6d ago
Evaluation Results
Method
Method
Links
Top-1 Cluster Accuracy
MoA Retrieval Rate @1
MoA Retrieval Rate @2
MoA Retrieval Rate @3
kNN Accuracy @1
kNN Accuracy @3
kNN Accuracy @5
PhAME
Representation Space=I...
2026.05
28.7
28.7
45.2
58
25.4
27
28.3
GFlowNet
Representation Space=I...
2026.05
17.1
16.3
32.4
50.1
14.6
15.7
15.9
DGVAE
Representation Space=I...
2026.05
13.4
14.4
28.6
43.2
14
14.3
14.2
CPMolGAN
Representation Space=I...
2026.05
13.1
13.5
26.9
39.6
13.5
13.1
13.6
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