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ResearchFormerly WizWand

NIFD

Benchmarks

TaskDatasetSOTA resultTrendResults

Unsupervised Clustering

NIFD (unsupervised)

71.9Accuracy

25

Semi-supervised classification

NIFD (10% train, 90% test)

72.3Accuracy

20

Dementia Classification

NIFD (90-10 train-test)

98.3Accuracy

13

Disease Classification

NIFD (50-50 train-test)

86Accuracy

13

NIFD 70-30 split

91.8Accuracy

13

NIFD (test)

80.6Balanced Accuracy

5

NIFD (val)

88.5Balanced Accuracy

5