Perturb-seq
Benchmarks
TaskDatasetSOTA resultTrendResults
Perturb-seq double-gene perturbation
0.447RMSE
8
Perturb-seq (test)
3.56Test Loss
6
Perturb-seq CORUM
30.75Recall
3
Perturb-seq SIGNOR
22.68Recall
3
Perturb-seq REACT
19.15Recall
3
Perturb-seq GWAS hits (20)
9.85Recall
3
Perturb-seq GWAS hits (10)
9.69Recall
3
Perturb-seq GWAS hits (5)
9.51Recall
3
Perturb-seq GO BP (20)
11.8Recall
3
Perturb-seq GO BP (10)
12.09Recall
3
Perturb-seq GO BP (5)
11.71Recall
3
Perturb-seq Cell Marker (20)
9.82Recall
3
Perturb-seq Cell Marker (10)
9.63Recall
3
Perturb-seq Cell Marker
9.2Recall
3