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Benchmarks
Acoustic Target Recognition on DeepShip (test)
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99.32
Accuracy
UATR-SLM
92.196
94.0455
95.895
97.7445
Jan 26, 2026
Accuracy
Precision
Recall
F1 Score
Updated 5mo ago
Evaluation Results
Method
Method
Links
Accuracy
Precision
Recall
F1 Score
UATR-SLM
Model=UATR-SLM (Ours)
2026.01
99.32
99.31
99.32
99.32
HUAT
Model=HUAT
2026.01
99.01
99.01
99.01
99.01
ResNet18
Model=ResNet18
2026.01
95.9
95.96
95.81
95.87
ResNet34
Model=ResNet34
2026.01
95.67
95.63
95.67
95.65
SSA-CACNN
Model=SSA-CACNN
2026.01
94.76
95.17
94.76
94.89
BAHTNet
Model=BAHTNet
2026.01
94.57
94.54
94.58
94.56
ResNet50
Model=ResNet50
2026.01
92.47
92.37
92.43
92.39
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