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ResearchFormerly WizWand

Fault Detection on SECOM

13.6F1 ScoreLR
-0.5443.1286.810.472Jun 23, 2026
Updated 4mo ago

Evaluation results

MethodLinks
LRSize (MB)=0.001, CPU Lat. (ms)=0.00012026.0613.6
DistilBERTwSize (MB)=255, CPU Lat. (ms)=145, Params (M)=66.92026.0612.7
AdaptiveSize (MB)=55*, CPU Lat. (ms)=19.5*2026.0612.7
SVMSize (MB)=0.5, CPU Lat. (ms)=0.152026.068
RF-200Size (MB)=17.3, CPU Lat. (ms)=0.0162026.060
XGBoostSize (MB)=0.5, CPU Lat. (ms)=0.0022026.060
DistilBERTSize (MB)=255, CPU Lat. (ms)=138, Params (M)=66.92026.060
TinyBERT-6LSize (MB)=255, CPU Lat. (ms)=133, Params (M)=67.02026.060
TinyBERT-4LSize (MB)=55, CPU Lat. (ms)=18, Params (M)=14.32026.060
MobileBERTSize (MB)=94, CPU Lat. (ms)=108, Params (M)=24.62026.060
TinyBERT-6LwSize (MB)=255, CPU Lat. (ms)=141, Params (M)=67.02026.060
TinyBERT-4LwSize (MB)=55, CPU Lat. (ms)=18, Params (M)=14.32026.060
DistilBERT + INT8Size (MB)=132, CPU Lat. (ms)=107, Params (M)=66.92026.060
TinyBERT-4L + INT8Size (MB)=41, CPU Lat. (ms)=17, Params (M)=14.32026.060