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ResearchFormerly WizWand

Time-Series Classification on SLEEP

85.22AccuracySimMTM
22.87239.058555.24571.4315May 20, 2026
Updated 5mo ago

Evaluation results

MethodLinks
SimMTMEvaluation Protocol=Linear evaluation2026.0585.22
Di-COTEvaluation Protocol=Linear evaluation2026.0585.21
TF-CEvaluation Protocol=Linear evaluation2026.0585.18
CaTTEvaluation Protocol=Linear evaluation2026.0585.17
TS-TCCEvaluation Protocol=Linear evaluation2026.0585.15
TNCEvaluation Protocol=Linear evaluation2026.0585.14
SupervisedEvaluation Protocol=Linear evaluation2026.0584.99
CoSTEvaluation Protocol=Linear evaluation2026.0584.96
SoftEvaluation Protocol=Linear evaluation2026.0584.85
TS2VecEvaluation Protocol=Linear evaluation2026.0584.81
InfoTSEvaluation Protocol=Linear evaluation2026.0582.63
Random Init.Evaluation Protocol=Linear evaluation2026.0582.22
TF-CEvaluation protocol=Linear evaluation, Labeled data=1%2026.0581.63
Di-COTEvaluation protocol=Linear evaluation, Labeled data=1%2026.0581.38
CaTTEvaluation protocol=Linear evaluation, Labeled data=1%2026.0581.34
TS-TCCEvaluation protocol=Linear evaluation, Labeled data=1%2026.0581.33
SimMTMEvaluation protocol=Linear evaluation, Labeled data=1%2026.0581.33
TNCEvaluation protocol=Linear evaluation, Labeled data=1%2026.0581.22
SoftEvaluation protocol=Linear evaluation, Labeled data=1%2026.0580.81
TS2VecEvaluation protocol=Linear evaluation, Labeled data=1%2026.0580.76
CoSTEvaluation protocol=Linear evaluation, Labeled data=1%2026.0580.18
SupervisedEvaluation protocol=Linear evaluation, Labeled data=1%2026.0575.16
InfoTSEvaluation protocol=Linear evaluation, Labeled data=1%2026.0574.9
Random Init.Evaluation protocol=Linear evaluation, Labeled data=1%2026.0574.18
MiniRocketEvaluation Protocol=Linear evaluation2026.0559.8
MiniRocketEvaluation protocol=Linear evaluation, Labeled data=1%2026.0544.63
Raw DataEvaluation Protocol=Linear evaluation2026.0535.58
Raw DataEvaluation protocol=Linear evaluation, Labeled data=1%2026.0535.58
Random ForestEvaluation protocol=Linear evaluation, Labeled data=1%2026.0525.57
Random ForestEvaluation Protocol=Linear evaluation2026.0525.27