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Malaria dataset and benchmarks · SOTA2 Research

Research Datasets

Malaria

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Object Detection

Malaria 12 (test)

48.9mAP@50

20

Image Classification

Malaria

97.72Accuracy

13

Prediction Interval Coverage

Malaria (MAR)

94.4Coverage

12

Graph regression

Malaria

1.074RMSE

7

Object Detection

Malaria

0.951AP50

7

Malaria (5-fold cross-val)

5.28Representation Construction Time (s)

6

Disease Forecasting

Malaria

4.86MAE

4

Object Detection

Malaria M5 (test)

40.3mAP@50

3

Malaria

1Top-1 Count

3

Popular tasks

Object Detection Image Classification Graph Regression Regression Malaria

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