Breast cancer
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Breast cancer: benign vs malignant (50 splits)
0.2Accepted Error Rate
4
Breast Cancer
91Utility Score
4
breast-cancer Out-of-sample
5.59Mean Error
4
breast-cancer In-sample
4.2Mean Error
4
breast cancer
80.2Recurrence Accuracy
4
breast-cancer
38.4Overall Latency (s)
4
Breast-Cancer (BC)
0T0
4
breast-cancer 13 (test)
28.8Test Error
4
Breast Cancer
96Balanced Accuracy
3
Breast Cancer
88.4Accuracy
3
breast-cancer
0.004Running Time (s)
3
Breast Cancer
160Unstable Pairs Count
3
breast cancer
5.176KL Divergence
3
Breast Cancer
0.066ECE
3
Breast Cancer
0.997Stability
3
Breast Cancer Rejected
2Average Explanation Size
3
Breast Cancer
2.05Average Explanation Size
3
Breast Cancer
4Explanation Size
3
Breast cancer (20 random splits)
3.5Error Rate
2
Breast Cancer
100Factuality
2
Breast Cancer
100B-B AUC
2
Breast Cancer (test)
79.06Dice Coefficient
2
Breast Cancer Prospective experiment
1.7Cancers per 1000 Screenings
2
Breast Cancer
305# Queries
2
Breast Cancer (test)
81.11Accuracy
2