Single-cell perturbation prediction
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.02MAE
15
Jun 29, 2026
0.753Delta Pearson (DE genes)
10
May 26, 2026
0.056RMSE
10
May 26, 2026
94.1AUC-ROC
9
May 26, 2026
0.023MAE
7
Jun 29, 2026
0.025MAE
7
Jun 29, 2026
8.296L2 Distance
5
May 20, 2026
0.794PCC
2
May 11, 2026
0.819PCC
2
May 11, 2026
0.882PCC
2
May 11, 2026
0.987PCC
2
May 11, 2026