pop failures
Benchmarks
TaskDatasetSOTA resultTrendResults
pop failures
96.5Accuracy (pop failures)
28
pop failures
95Accuracy
21
pop failures
75.3F1 Score
21
pop failures
64.4F1 Score
20
pop failures 25% label noise (test)
92.2Accuracy
14
pop failures 0% noise (test)
95Accuracy
7
pop failures 0% noise
76.1F1-score
7
pop failures (test)
92.2Accuracy
7
pop failures 25% feature noise
47.4F1-score
7
pop failures 25% label noise
33.2F1 Score
7
pop failures 25% label noise
32.6Mean F1-Score
7
pop failures UCI (test)
93.5Accuracy
7
pop failures 25% feature noise (test)
64.4F1 Score
7
pop failures 25% feature noise (test)
95Accuracy
7
pop failures 0% noise
96.5Accuracy
7
pop failures 25% feature noise
46.3F1 Score
7