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Conditional cell generation on Replogle
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9.311
W2
Cellflow
8.57584
13.53817
18.5005
23.46283
Nov 4, 2025
W2
MMD2 RBF
FD
1-NN
Precision
Recall
Updated 1mo ago
Evaluation Results
Method
Method
Links
W2
MMD2 RBF
FD
1-NN
Precision
Recall
Cellflow
2025.11
9.311
0.338
81.365
0.651
95.9
3.3
CPA
2025.11
9.871
0.756
114.196
0.769
96.5
0
scLDM
distribution=Negative...
2025.11
11.668
0.174
100.909
0.617
35.6
54.7
scVI
2025.11
12.587
0.44
184.379
0.812
60.8
0.1
scLDM
distribution=Gaussian,...
2025.11
13.846
0.195
163.443
0.539
22.4
89.9
STATE
2025.11
15.39
0.549
236.127
0.971
17.7
0.7
scGPT
2025.11
27.69
3.043
892.139
1
2.8
0
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