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Velocity Estimation on Real-world AUV data DVL-only measurements
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0.096
VRMSE
DVL-DeepONet-II
0.08784
0.14292
0.198
0.25308
Jun 22, 2026
VRMSE
VMAE
Mean R^2
VAF
VRMSE Gain (%)
Updated 1mo ago
Evaluation Results
Method
Method
Links
VRMSE
VMAE
Mean R^2
VAF
VRMSE Gain (%)
DVL-DeepONet-II
2026.06
0.096
0.085
0.905
91
-
Vanilla-CNN
2026.06
0.117
0.1
0.866
87
19
Classical LS
2026.06
0.129
0.115
0.846
84
27
BeamsNetV2
2026.06
0.3
0.258
-0.059
78
68
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