Lung cancer
Benchmarks
TaskDatasetSOTA resultTrendResults
Lung Cancer External cohort H6
0.915Mean AUC
23
Lung Cancer External cohort H5
0.881Mean AUC
23
Lung Cancer Internal cohort H1
0.987Mean AUC
23
Lung cancer P63 (Prospective (H1))
0.933Mean AUC
23
Lung cancer P63 (Internal H1)
0.831Mean AUC
23
Lung cancer
95F1 Score
16
Lung cancer
80.81DSC
13
Lung Cancer (with Chemo. & Radio.) (test)
0.131TMSE
9
Lung Cancer with Chemo. (test)
0.089TMSE
9
Lung Cancer (test)
4.41TMSE
9
Lung cancer
96.8Accuracy
6
Lung Cancer Rel (test)
0.592Macro F1
6
Lung Cancer CC (test)
39.5Macro F1 Score
6
Lung Cancer BP (test)
0.584Macro F1 Score
6
Lung cancer (Internal)
0.755C-Index
5
Lung Cancer
92Utility Score
4
Lung cancer
0.7AUC
4
Lung-Cancer (external)
36.9Dice (%)
4
Lung Cancer
81Balanced Accuracy
3
Lung Cancer (unseen)
4.63WD
3
Lung Cancer (seen)
3.1WD
3
Lung Cancer w/ Chemo. & Radio.
0.06RMSE
3
Lung Cancer w/ Chemo.
0.08RMSE
3
Lung Cancer
1.41RMSE
3
Lung Cancer
1Factuality
2