Active sonar classification on Turntable
97.47AccuracyFull fine tune
Evaluation results
| Method | Links | |
|---|---|---|
| Full fine tuneParams=86.9M2025.04 | 97.47 | |
| SSFmodule=MHSA & FFN, Params=27.7K2025.04 | 97.47 | |
| SSFmodule=MHSA, Params=18.4K2025.04 | 97.26 | |
| HPTbins=8, module=MHSA, Params=16.9K2025.04 | 96.02 | |
| HPTbins=16, module=MHSA, Params=23.1K2025.04 | 95.87 | |
| SSFmodule=LayerNorm, Params=12.3K2025.04 | 95.81 | |
| HPTbins=4, module=MHSA, Params=13.8K2025.04 | 94.94 | |
| Linear probeParams=10.8K2025.04 | 92.61 | |
| LoRArank=6, Params=20.0K2025.04 | 88.22 | |
| LoRArank=12, Params=29.2K2025.04 | 86.25 |