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Benchmarks
Industrial Defect Detection on Bosch (AUC, ΔAUC)
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71.86
AUC
Random
-2.139952
17.071574
36.2831
55.494626
Jun 24, 2026
AUC
ΔAUC
Updated 29d ago
Evaluation Results
Method
Method
Links
AUC
ΔAUC
Random
Time (s)=13.69, Speedu...
2026.06
71.86
0.012
Baseline
Time (s)=11.25, Speedu...
2026.06
70.62
-
EMA-FS
Time (s)=11.45, Speedu...
2026.06
70.24
0.004
EMA-FS
Time (s)=10.99, Speedu...
2026.06
69.97
0.007
EMA-FS
Time (s)=11.10, Speedu...
2026.06
69.95
0.007
S-EMA-FS
r=0.7, β=0.5, Time (s)...
2026.06
0.714
0.008
S-EMA-FS
r=0.5, β=1.0, Time (s)...
2026.06
0.7094
0.003
Baseline
Time (s)=11.54, Speedu...
2026.06
0.7062
-
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