Acoustic Target Recognition on DeepShip (test)
99.32AccuracyUATR-SLM
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| UATR-SLMModel=UATR-SLM (Ours)2026.01 | 99.32 | 99.31 | 99.32 | 99.32 | |
| HUATModel=HUAT2026.01 | 99.01 | 99.01 | 99.01 | 99.01 | |
| ResNet18Model=ResNet182026.01 | 95.9 | 95.96 | 95.81 | 95.87 | |
| ResNet34Model=ResNet342026.01 | 95.67 | 95.63 | 95.67 | 95.65 | |
| SSA-CACNNModel=SSA-CACNN2026.01 | 94.76 | 95.17 | 94.76 | 94.89 | |
| BAHTNetModel=BAHTNet2026.01 | 94.57 | 94.54 | 94.58 | 94.56 | |
| ResNet50Model=ResNet502026.01 | 92.47 | 92.37 | 92.43 | 92.39 |