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Papers Benchmarks Datasets Tasks

ADFTD dataset and benchmarks · SOTA2 Research

Research Datasets

ADFTD

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Medical Time Series Classification

ADFTD 3-Classes

97.14Accuracy (%)

38

Medical Time Series Classification

ADFTD (subject-independent)

98.66Accuracy

19

3-class EEG classification

ADFTD EEG-3 (Cross-subject)

56.73Accuracy

13

Subject-Level Detection

ADFTD

87.12Accuracy

12

Segment-Level Classification

ADFTD

85.14Accuracy

12

EEG Classification

ADFTD

59.65Accuracy (ACC)

12

trait x consensus classification

ADFTD (subject-disjoint 5-fold CV)

81.4Balanced Accuracy

11

Medical Time Series Classification

ADFTD 3-Classes (test)

54.54Accuracy

11

EEG classification

ADFTD (test)

68.42Accuracy

6

Medical Time Series Classification

ADFTD

56.12Accuracy

2

Popular tasks

Medical Time Series Classification EEG Classification Segment-Level Classification Subject-Level Detection 3-class EEG classification

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