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Passive Sonar Classification on ShipsEar
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69.6
Accuracy
Dual Full Fine-Tune
44.3488
50.9044
57.46
64.0156
Apr 21, 2025
Jun 27, 2025
Sep 3, 2025
Nov 10, 2025
Jan 16, 2026
Mar 25, 2026
Jun 1, 2026
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Dual Full Fine-Tune
# Parameters (k)=175.5...
2026.06
69.6
Dual LoRA
# Parameters (k)=104.5...
2026.06
68.7
Dual HPT
# Parameters (k)=104.7...
2026.06
68.1
AST
# Parameters (k)=85.3...
2026.06
67.3
AVES
# Parameters (k)=90.2...
2026.06
65.1
SSAST
# Parameters (k)=85.3...
2026.06
63.2
CNN14
# Parameters (k)=79.7...
2026.06
61.6
HPT
bins=16, site=MHSA, Pa...
2025.04
60.13
Full fine tune
Params=86.9M
2025.04
60.01
ResNet-50
# Parameters (k)=23.5...
2026.06
58.3
SSF
config=LayerNorm, Para...
2025.04
56.9
ConvNeXtV2-tiny
# Parameters (k)=27.9...
2026.06
56.7
Linear probe
Params=5.6K
2025.04
56.42
SSF
config=MHSA, Params=13.3K
2025.04
55.41
SSF
config=MHSA & FFN, Par...
2025.04
54.81
HPT
bins=8, site=MHSA, Par...
2025.04
53.91
HPT
bins=4, site=MHSA, Par...
2025.04
52.82
LoRA
rank=12, Params=24.1K
2025.04
47.91
LoRA
rank=6, Params=14.9K
2025.04
45.32
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