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MoA Classification on Cell-Phenotype de novo generated molecules CLOOME space
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21.2
Top-1 Cluster Acc
GFlowNet
14.336
16.118
17.9
19.682
May 27, 2026
Top-1 Cluster Acc
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 Acc
MoA Retrieval Rate @1
MoA Retrieval Rate @2
MoA Retrieval Rate @3
kNN Accuracy @1
kNN Accuracy @3
kNN Accuracy @5
GFlowNet
Representation Space=C...
2026.05
21.2
19.4
34.4
51.5
18
18.6
19.3
PhAME
Representation Space=C...
2026.05
17.8
19.4
38.2
53.6
20.5
20.4
20.4
CPMolGAN
Representation Space=C...
2026.05
15.4
14.8
28.8
42.4
14.9
15.2
15.2
DGVAE
Representation Space=C...
2026.05
14.6
13.7
29.1
42.9
13.6
14
14.4
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