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Conditional cell generation on Parse 1M
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17.99
W2
Cellflow
17.66436
19.86243
22.0605
24.25857
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
17.99
0.036
114.441
0.548
85.4
2.7
CPA
2025.11
18.168
1.378
342.468
0.67
99.6
0
scLDM
distribution=Negative...
2025.11
20.149
0.007
18.059
0.573
33.3
34.5
STATE
2025.11
21.304
0.576
346.857
0.872
90.4
0
scLDM
distribution=Gaussian,...
2025.11
21.813
0.009
24.231
0.519
7.8
78.8
scGPT
2025.11
25.853
1.813
687.085
0.999
50.4
0
scVI
2025.11
26.131
1.112
703.413
0.874
66.4
0
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