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Conditional Cell Generation on Parse 1M (test)
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11.836
W2
Cellflow
10.88912
17.28056
23.672
30.06344
Nov 4, 2025
W2
MMD2 RBF
FD
1-NN Accuracy
Precision
Recall
Updated 1mo ago
Evaluation Results
Method
Method
Links
W2
MMD2 RBF
FD
1-NN Accuracy
Precision
Recall
Cellflow
2025.11
11.836
0.015
9.443
57.9
67.8
49
scLDM
Likelihood distributio...
2025.11
12.346
0.02
13.163
58.1
57.7
62.6
scLDM
Likelihood distributio...
2025.11
12.374
0.008
4.695
53.5
45.9
70.8
CPA
2025.11
13.534
1.117
181.324
98.8
96
0
STATE-Tx
2025.11
19.111
0.714
312.344
99.3
65.4
0
scGPT
2025.11
22.87
2.203
523.932
100
58.2
0
scVI
2025.11
35.508
1.372
1,233.109
99.5
5.9
0
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