Sperm Morphology Classification on SMIDS (test)
90.21AccuracyEfficientNet-B0 + CBAM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EfficientNet-B0 + CBAMBackbone=EfficientNet-B0, Attention=CBAM, Training Strategy=freeze-then-unfreeze2026.06 | 90.21 | 91.3 | |
| EfficientNet-B0Backbone=EfficientNet-B02026.06 | 88 | 88.3 | |
| SimpleCNNArchitecture=Simple CNN2026.06 | 82.67 | 83 |