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Velocity Estimation on AUV dataset noisy IMU/DVL measurements
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10.5
VRMSE
DVL-DeepONet-I
10.404
11.052
11.7
12.348
Jun 22, 2026
VRMSE
VMAE
Mean R2
VAF (%)
VRMSE Gain (%)
Updated 1mo ago
Evaluation Results
Method
Method
Links
VRMSE
VMAE
Mean R2
VAF (%)
VRMSE Gain (%)
DVL-DeepONet-I
2026.06
10.5
9.3
0.907
91
-
Vanilla-CNN
2026.06
11.6
9.7
0.88
88
10
BeamsNetV1
2026.06
12.3
11
0.867
86
15
Classical LS
2026.06
12.9
11.5
0.846
84
18
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