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ResearchFormerly WizWand

APAVA

Benchmarks

TaskDatasetSOTA resultTrendResults

Time-series Classification

APAVA 2 classes

99.92Accuracy

26

2-class EEG classification

APAVA EEG-2 (Cross-subject)

82.31Accuracy

26

Medical Time Series Classification

APAVA 2-Classes

80.29Accuracy

12

Medical Time Series Classification

APAVA 2-Classes (test)

86.86Accuracy

11

Medical Time Series Classification

APAVA (subject-independent)

84.48Accuracy

10

Medical Time Series Classification

APAVA (subject-dependent)

98.86Accuracy

10

EEG classification

APAVA (test)

100Accuracy

6

EEG signal classification

APAVA

95.5AUROC

3

Medical Time Series Classification

APAVA

86.86Accuracy

2