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Table 4 Comparison of fault tolerance performance

From: Deep Learning Based Data Fusion for Sensor Fault Diagnosis and Tolerance in Autonomous Vehicles

Video number

Out-of-focus (FDA)

Out-of-focus

Truncated (FDA)

Truncated

09-26-0009

0.8091

0.7390

0.8115

0.6858

09-26-0017

0.8820

0.8014

0.8881

0.6661

09-26-0051

0.7710

0.6542

0.7708

0.5901

09-26-0056

0.8812

0.7556

0.8816

0.7903

09-26-0057

0.8364

0.7461

0.8294

0.7334