SAR Image Classification on MSTAR resized to 1024 x 1024 1.0 (test)
99.46AccuracyLight-ResKAN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Light-ResKANInput Resolution=1024 x 10242026.04 | 99.46 | 3.87 | 111.71 | |
| Cross-HLInput Resolution=1024 x 10242026.04 | 99.43 | 0.84 | 89.92 | |
| ResKAGNetInput Resolution=1024 x 10242026.04 | 99.41 | 5.17 | 109.85 | |
| AlexNetInput Resolution=1024 x 10242026.04 | 99.38 | 15.01 | 86.31 | |
| VGG16Input Resolution=1024 x 10242026.04 | 99.34 | 320.83 | 131.5 | |
| ResNet50Input Resolution=1024 x 10242026.04 | 99.17 | 86.58 | 101.47 | |
| ResNet18Input Resolution=1024 x 10242026.04 | 99.05 | 38.01 | 90.47 | |
| ConvNeXtInput Resolution=1024 x 10242026.04 | 98.76 | 321.47 | 166.58 | |
| WaveKANInput Resolution=1024 x 10242026.04 | 96.33 | 1.61 | 108.43 | |
| ASANetInput Resolution=1024 x 10242026.04 | 95.36 | 186.81 | 145.93 | |
| MACNInput Resolution=1024 x 10242026.04 | 92.53 | 49.48 | 956.23 | |
| SpectralKANInput Resolution=1024 x 10242026.04 | 90.54 | 1.64 | 131.88 |