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Single-cell perturbation prediction on Replogle2022 (single-gene i.i.d.)
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8.296
L2 Distance
PerturbedVAE
8.1912
8.8986
9.606
10.3134
May 19, 2026
L2 Distance
Delta Pearson Correlation
RMSE
Updated 14d ago
Evaluation Results
Method
Method
Links
L2 Distance
Delta Pearson Correlation
RMSE
PerturbedVAE
2026.05
8.296
0.192
0.4815
SAMS-VAE
2026.05
8.489
0.157
0.4818
sVAE+
2026.05
10.608
0.136
0.4905
Discrepancy-VAE
2026.05
10.862
0.056
0.6731
SENA
2026.05
10.916
0.057
0.6761
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