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Benchmarks
Physiological Signal Analysis on SLEEPEEG (test)
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62.39
Accuracy
CaTT
42.5572
47.7061
52.855
58.0039
Oct 20, 2024
Accuracy
F1 Score
Precision
Recall
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
F1 Score
Precision
Recall
CaTT
Linear evaluation=true...
2024.10
62.39
60
47
41
TimeDRL
Linear evaluation=true...
2024.10
57.3
48
36
24
SimMTM
Linear evaluation=true...
2024.10
57.08
50
31
25
MF-CLR
Linear evaluation=true...
2024.10
57.07
48
27
27
CoST
Linear evaluation=true...
2024.10
56.63
55
38
35
TNC
Linear evaluation=true...
2024.10
55.13
54
33
36
TS2Vec + SoftCLT
Linear evaluation=true...
2024.10
53.6
52
34
37
TS2Vec
Linear evaluation=true...
2024.10
51.18
50
29
35
Random Init.
Linear evaluation=true...
2024.10
46.89
44
36
32
InfoTS
Linear evaluation=true...
2024.10
43.32
42
41
35
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