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Benchmarks
Fault Detection on SECOM
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13.6
F1 Score
LR
-0.544
3.128
6.8
10.472
Jun 23, 2026
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
F1 Score
LR
Size (MB)=0.001, CPU L...
2026.06
13.6
DistilBERTw
Size (MB)=255, CPU Lat...
2026.06
12.7
Adaptive
Size (MB)=55*, CPU Lat...
2026.06
12.7
SVM
Size (MB)=0.5, CPU Lat...
2026.06
8
RF-200
Size (MB)=17.3, CPU La...
2026.06
0
XGBoost
Size (MB)=0.5, CPU Lat...
2026.06
0
DistilBERT
Size (MB)=255, CPU Lat...
2026.06
0
TinyBERT-6L
Size (MB)=255, CPU Lat...
2026.06
0
TinyBERT-4L
Size (MB)=55, CPU Lat....
2026.06
0
MobileBERT
Size (MB)=94, CPU Lat....
2026.06
0
TinyBERT-6Lw
Size (MB)=255, CPU Lat...
2026.06
0
TinyBERT-4Lw
Size (MB)=55, CPU Lat....
2026.06
0
DistilBERT + INT8
Size (MB)=132, CPU Lat...
2026.06
0
TinyBERT-4L + INT8
Size (MB)=41, CPU Lat....
2026.06
0
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