SAR Image Classification on SAR-ACD (test)
97.26AccuracyLight-ResKAN
Evaluation results
| Method | Links | |
|---|---|---|
| Light-ResKANYear=2025, Pars. (M)=0.82, Size (MB)=2.41, FLOPs (G)=0.05, Test time (ms)=23.492026.04 | 97.26 | |
| ResKAGNetYear=2024, Pars. (M)=0.90, Size (MB)=3.58, FLOPs (G)=0.07, Test time (ms)=20.522026.04 | 97.07 | |
| Cross-HLYear=2024, Pars. (M)=0.52, Size (MB)=2.06, FLOPs (G)=0.01, Test time (ms)=11.562026.04 | 97.03 | |
| ASANetYear=2024, Pars. (M)=27.95, Size (MB)=111.28, FLOPs (G)=2.37, Test time (ms)=18.412026.04 | 96.81 | |
| ResNet50Year=2016, Pars. (M)=23.53, Size (MB)=94.11, FLOPs (G)=1.08, Test time (ms)=10.912026.04 | 96.69 | |
| VGG16Year=2015, Pars. (M)=134.30, Size (MB)=537.21, FLOPs (G)=4.07, Test time (ms)=11.402026.04 | 96.17 | |
| ConvNeXtYear=2022, Pars. (M)=87.58, Size (MB)=350.23, FLOPs (G)=4.07, Test time (ms)=17.192026.04 | 95.83 | |
| AlexNetYear=2012, Pars. (M)=57.04, Size (MB)=228.18, FLOPs (G)=0.19, Test time (ms)=9.532026.04 | 95.76 | |
| ResNet18Year=2016, Pars. (M)=11.18, Size (MB)=44.73, FLOPs (G)=0.49, Test time (ms)=10.292026.04 | 95.34 | |
| WaveKANYear=2024, Pars. (M)=4.82, Size (MB)=19.23, FLOPs (G)=0.02, Test time (ms)=11.382026.04 | 92.51 | |
| MACNYear=2022, Pars. (M)=0.05, Size (MB)=0.16, FLOPs (G)=0.63, Test time (ms)=97.462026.04 | 79.3 | |
| SpectralKANYear=2024, Pars. (M)=0.51, Size (MB)=2.02, FLOPs (G)=0.02, Test time (ms)=10.612026.04 | 75.55 |