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Disentangled Representation Learning on Single Cell RNA-Sequencing common structure
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0.949
K-Means NMI (Stimulation, w)
CSVAE
0.5902
0.68335
0.7765
0.86965
Jun 20, 2025
K-Means NMI (Stimulation, w)
K-Means NMI (Cell Type)
K-Means NMI (Stimulation, z)
Updated 18d ago
Evaluation Results
Method
Method
Links
K-Means NMI (Stimulation, w)
K-Means NMI (Cell Type)
K-Means NMI (Stimulation, z)
CSVAE
adversarial=false
2025.06
0.949
0.702
0.187
CSVAE
adversarial=true
2025.06
0.939
0.406
0.002
HCSVAE
adversarial=false
2025.06
0.933
0.628
0.091
HCSVAE
adversarial=true
2025.06
0.931
0.433
0.003
DisCoVR
2025.06
0.906
0.716
0.002
DIVA
2025.06
0.801
0.628
0.056
CCVAE
2025.06
0.604
0.683
0.103
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