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ResearchFormerly WizWand

Time-Series Classification on WISDM 2

66.44AccuracyMiniRocket
37.351244.903152.45560.0069May 20, 2026May 25, 2026May 30, 2026Jun 4, 2026Jun 9, 2026Jun 14, 2026Jun 20, 2026
Updated 4mo ago

Evaluation results

MethodLinks
MiniRocketEvaluation Protocol=Linear evaluation2026.0566.44
SupervisedEvaluation protocol=Linear evaluation, Labeled data=1%2026.0564.56
Di-COTEvaluation Protocol=Linear evaluation2026.0563.92
ShiFTEvaluation protocol=Linear probing, Total Training Time (h)=2.352026.0663.68
CaTTEvaluation Protocol=Linear evaluation2026.0563.25
SupervisedEvaluation Protocol=Linear evaluation2026.0562.81
TF-CEvaluation Protocol=Linear evaluation2026.0562.54
TS2VecEvaluation Protocol=Linear evaluation2026.0562.39
SimMTMEvaluation Protocol=Linear evaluation2026.0562.39
SoftEvaluation Protocol=Linear evaluation2026.0562.29
SimCLREvaluation protocol=Linear probing, Total Training Time (h)=3.112026.0662.29
InfoTSEvaluation Protocol=Linear evaluation2026.0562.1
TS-TCCEvaluation Protocol=Linear evaluation2026.0561.7
TNCEvaluation Protocol=Linear evaluation2026.0561.16
InfoTSEvaluation protocol=Linear probing, Total Training Time (h)=2.912026.0660.9
SimMTMEvaluation protocol=Linear probing, Total Training Time (h)=10.232026.0660.64
CoSTEvaluation Protocol=Linear evaluation2026.0560.17
Random Init.Evaluation Protocol=Linear evaluation2026.0559.97
Rand Init.Evaluation protocol=Linear probing, Total Training Time (h)=<0.012026.0659.96
TS2VecEvaluation protocol=Linear probing, Total Training Time (h)=3.022026.0659.95
CoSTEvaluation protocol=Linear evaluation, Labeled data=1%2026.0556.99
TS2VecEvaluation protocol=Linear evaluation, Labeled data=1%2026.0556.31
Di-COTEvaluation protocol=Linear evaluation, Labeled data=1%2026.0556.31
TS-TCCEvaluation protocol=Linear evaluation, Labeled data=1%2026.0555.88
TNCEvaluation protocol=Linear evaluation, Labeled data=1%2026.0555.83
SoftEvaluation protocol=Linear evaluation, Labeled data=1%2026.0555.51
CaTTEvaluation protocol=Linear evaluation, Labeled data=1%2026.0554.84
SimMTMEvaluation protocol=Linear evaluation, Labeled data=1%2026.0554.2
TF-CEvaluation protocol=Linear evaluation, Labeled data=1%2026.0554.13
ShiFTTemperature (tau)=1.0, Evaluation protocol=1NN classifier, Reference set sampling=balanced 1% sample, Number of random seeds=52026.0653.97
InfoTSEvaluation protocol=Linear evaluation, Labeled data=1%2026.0553.56
ShiFTTemperature (tau)=0.1, Evaluation protocol=1NN classifier, Reference set sampling=balanced 1% sample, Number of random seeds=52026.0653.33
TS2VecEvaluation protocol=1NN classifier, Reference set sampling=balanced 1% sample, Number of random seeds=52026.0653.04
InfoTSEvaluation protocol=1NN classifier, Reference set sampling=balanced 1% sample, Number of random seeds=52026.0652.89
SimCLREvaluation protocol=1NN classifier, Reference set sampling=balanced 1% sample, Number of random seeds=52026.0652.77
Random Init.Evaluation protocol=Linear evaluation, Labeled data=1%2026.0552.57
Rand Init.Evaluation protocol=1NN classifier, Reference set sampling=balanced 1% sample, Number of random seeds=52026.0651.08
SimMTMEvaluation protocol=1NN classifier, Reference set sampling=balanced 1% sample, Number of random seeds=52026.0650.67
Raw DataEvaluation Protocol=Linear evaluation2026.0545.23
Random ForestEvaluation protocol=Linear evaluation, Labeled data=1%2026.0541.98
Raw DataEvaluation protocol=Linear evaluation, Labeled data=1%2026.0540.73
MiniRocketEvaluation protocol=Linear evaluation, Labeled data=1%2026.0540.38
Random ForestEvaluation Protocol=Linear evaluation2026.0538.47