Malaria
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Object Detection | Malaria 12 (test) | mAP@5048.9 | 20 | |
| Image Classification | Malaria | Accuracy97.72 | 13 | |
| Prediction Interval Coverage | Malaria (MAR) | Coverage94.4 | 12 | |
| Graph regression | Malaria | RMSE1.074 | 7 | |
| Object Detection | Malaria | AP500.9507 | 7 | |
| Malaria | Malaria (5-fold cross-val) | Representation Construction Time (s)5.28 | 6 | |
| Disease Forecasting | Malaria | MAE4.86 | 4 | |
| Object Detection | Malaria M5 (test) | mAP@5040.3 | 3 | |
| Regression | Malaria | Top-1 Count1 | 3 |
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