Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Perturbation Prediction on Norman2019 (double-gene)
Loading...
0.4493
RMSE (10 genes)
PerturbedVAE
0.43298
0.54314
0.6533
0.76346
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
0.4493
0.4494
0.4489
0.4474
PerturbedVAE (w/o Align)
alignment mechanism=false
2026.05
0.4557
0.4563
0.4577
0.4623
SAMS-VAE
2026.05
0.4605
0.4631
0.4632
0.4629
sVAE+
2026.05
0.5663
0.5667
0.5665
0.5664
Discrepancy-VAE
2026.05
0.6084
0.6037
0.6075
0.6082
SENA
2026.05
0.8573
0.8514
0.8507
0.8483
Feedback
Search any
task
Search any
task