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Conditional Cell Generation on Replogle (test)
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10.684
W2
Cellflow
9.74472
16.08486
22.425
28.76514
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
10.684
0.289
73.358
71.5
94.3
6.7
CPA
2025.11
11.51
0.532
126.805
87.3
93.9
0
scLDM
Likelihood distributio...
2025.11
11.554
0.192
54.414
65.3
66.7
58
scLDM
Likelihood distributio...
2025.11
11.612
0.168
47.027
59.1
55.9
73.3
scVI
2025.11
17.359
0.453
284.474
91.6
41.7
0.1
STATE-Tx
2025.11
20.821
0.731
366.642
99
27.5
0.3
scGPT
2025.11
34.166
3.087
1,247.678
100
2.5
0
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