Perturbation prediction
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.039DEOver
22
Mar 19, 2026
0.806DEOver
22
Mar 19, 2026
81DE Overlap
22
Mar 19, 2026
0.002MMD Distance
11
Mar 6, 2026
0.001MMD Distance (x100)
11
Mar 6, 2026
0.447RMSE
8
May 20, 2026
0.99CD8T PCC
7
Apr 21, 2026
0.449RMSE (10 genes)
6
May 20, 2026
0.403RMSE (10 genes)
6
May 20, 2026
0.778Pearson Correlation
5
Mar 16, 2026
0.67Pearson Correlation
5
Mar 16, 2026
0.491Pearson Correlation Coefficient
5
Mar 16, 2026