Malaria Parasite Detection on MP-IDB zero-shot cross-dataset
20.68Stage 1 Recall @ IoU 0.5MalariAI
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MalariAIFramework=two-stage decoupled framework, Stage 2 Backbone=EfficientNet-B0, Stage 1 Version=v2 (CLAHE + resolution-aware peak_local_max), IoU Threshold=0.5, Zero-shot Evaluation=true2026.07 | 20.68 | 9.09 | 86 | 60.6 | 32.8 | 16.8 | |
| MalariAIFramework=two-stage decoupled framework, Stage 2 Backbone=EfficientNet-B0, Stage 1 Version=v1 (Otsu + fixed distance threshold), IoU Threshold=0.5, Zero-shot Evaluation=true2026.07 | 1.28 | 1.82 | 4.65 | 0 | 0 | 1.26 |