HEST
Benchmarks
TaskDatasetSOTA resultTrendResults
HEST
0.431Average Pearson Correlation
13
HEST (test)
0.611Idc
11
HEST 1k (test)
0.51IDC
7
HEST-1k
1.049MAPE
6
HEST-1k HER2ST cohort (test)
0.706PCC
6
HEST-1k bowel (test)
0.242PCC
6
HEST-1k skin (test)
0.153PCC
6
HEST-1k breast (test)
0.176PCC
6
HEST-1k bladder
0.107PCC
6
HEST-1k brain
0.127PCC
6
HEST-1k liver
0.145PCC
6
HEST-1K Colorectum 1.0 (test)
0.721PCC@10
5
HEST-1k 9,248 genes
1.048MAPE
4
HEST-1k (9,248 genes)
1.094MAPE
4
HEST
0.1Training Time (s/slide)
4