MIMII
Benchmarks
TaskDatasetSOTA resultTrendResults
MIMII
67.8AUC
12
MIMII DCASE2020 Challenge (test)
97.28AUC
7
MIMII-DG (test)
0.929AUROC
6
MIMII valve 1.0 (test)
0.751Spearman Correlation
4
MIMII Vacuum 1.0 (test)
0.968Spearman Correlation
4
MIMII slider 1.0 (test)
0.943Spearman Correlation
4
MIMII shaker 1.0 (test)
0.974Spearman Correlation
4
MIMII grinder 1.0 (test)
0.949Spearman Correlation
4
MIMII gearbox 1.0 (test)
0.595Spearman Correlation
4
MIMII fan 1.0 (test)
0.976Spearman Correlation
4
MIMII bearing 1.0 (test)
0.889Spearman Correlation
4
MIMII bandsaw 1.0 (test)
0.69Spearman Correlation
4