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Perturbation Prediction on Norman 2019 (Single-gene)
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0.4027
RMSE (10 genes)
PerturbedVAE
0.395452
0.444376
0.4933
0.542224
May 19, 2026
RMSE (10 genes)
RMSE (35 genes)
RMSE (75 genes)
RMSE (105 genes)
Updated 14d ago
Evaluation Results
Method
Method
Links
RMSE (10 genes)
RMSE (35 genes)
RMSE (75 genes)
RMSE (105 genes)
PerturbedVAE
alignment mechanism=true
2026.05
0.4027
0.3998
0.3997
0.3995
PerturbedVAE (w/o Align)
alignment mechanism=false
2026.05
0.4098
0.4115
0.4115
0.4155
SAMS-VAE
2026.05
0.4114
0.4136
0.414
0.4123
sVAE+
2026.05
0.5012
0.5005
0.5003
0.5002
Discrepancy-VAE
2026.05
0.5603
0.556
0.5582
0.5558
SENA
2026.05
0.5839
0.5837
0.5778
0.5837
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