Malaria Parasite Detection on BBBC041 source domain (test)
58.99mAP@0.5 (All Classes)Faster R-CNN
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Faster R-CNNBackbone=ResNet-50 FPN, IoU Threshold=0.52026.07 | 58.99 | — | — | — | — | 57.17 | 67.22 | 24.57 | 25.95 | |
| MalariAIFramework=two-stage decoupled framework, Stage 2 Backbone=EfficientNet-B0, Stage 1 Version=v1 (Otsu + fixed distance threshold), IoU Threshold=0.52026.07 | 8.67 | 75.95 | 66.88 | 51.36 | 29.1 | 8.22 | 8.27 | 13.64 | 4.55 | |
| MalariAIFramework=two-stage decoupled framework, Stage 2 Backbone=EfficientNet-B0, Stage 1 Version=v2 (CLAHE + resolution-aware peak_local_max), IoU Threshold=0.52026.07 | 0.78 | — | 41.61 | 22.87 | 7.4 | — | — | — | — |