Norman
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Norman19
0.79Cosine logFC
20
Norman (Holdout Single)
0.02MAE
15
Norman 19
6.7MMD GEX
14
Norman (Holdout Double)
0.025MAE
7
Norman2019 (double-gene)
0.449RMSE (10 genes)
6
Norman 2019 (Single-gene)
0.403RMSE (10 genes)
6
NORMAN Double Intervention
0.785R2
5
NORMAN Single Intervention
0.949R2
5
Norman
0.039RMSE (All Samples)
4
Norman 2019 (OOD)
0.61CosLogFC
4
Norman Gene Knockout Perturbation – scRNA-seq
0.987PCC
2