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Perturbation Prediction on Perturb-seq double-gene perturbation
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0.4474
RMSE
PerturbedVAE
0.440768
0.485534
0.5303
0.575066
May 19, 2026
RMSE
R2
Updated 14d ago
Evaluation Results
Method
Method
Links
RMSE
R2
PerturbedVAE
2026.05
0.4474
98.65
KNN
2026.05
0.4894
98.43
ElasticNet
2026.05
0.4929
97.95
RandomForest
2026.05
0.4931
98
STATE
2026.05
0.4981
94.75
UCE
2026.05
0.5634
98.57
scFoundation
2026.05
0.5714
98.44
Geneformer
2026.05
0.6132
97.28
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