List your company
ResearchFormerly WizWand

Time Series Classification on HAR

98.83AccuracyMantisV2
56.387667.406378.42589.4437Feb 9, 2026Feb 10, 2026Feb 12, 2026Feb 14, 2026Feb 15, 2026Feb 17, 2026Feb 19, 2026
Updated 8mo ago

Evaluation results

MethodLinks
MantisV2Zero-shot=true, Classifier=Logistic Regression2026.0298.83
Mantis+Zero-shot=true, Classifier=Logistic Regression2026.0298.71
NuTimeZero-shot=true, Classifier=Logistic Regression2026.0297.51
TiRexZero-shot=true, Classifier=Logistic Regression2026.0297.08
Chronos2Zero-shot=true, Classifier=Logistic Regression2026.0296.99
TiConvNextZero-shot=true, Classifier=Logistic Regression2026.0296.93
TiViT-HZero-shot=true, Classifier=Logistic Regression2026.0296.61
MOMENTZero-shot=true, Classifier=Logistic Regression2026.0294.91
Full DatasetBackbone=Transformer2026.0294.24
Catch22+Zero-shot=true, Classifier=Logistic Regression2026.0291.11
TabICLZero-shot=true, Classifier=Logistic Regression2026.0290.73
TabPFNZero-shot=true, Classifier=Logistic Regression2026.0289.38
ShapeCondRatio(%)=1.0, SPC=10, Backbone=Transformer2026.0289.22
ShapeCondRatio(%)=0.5, SPC=5, Backbone=Transformer2026.0286.92
CondTSCRatio(%)=1.0, SPC=10, Backbone=Transformer2026.0283.45
SRe2LRatio(%)=1.0, SPC=10, Backbone=Transformer2026.0283.44
MTTRatio(%)=1.0, SPC=10, Backbone=Transformer2026.0281.6
DSARatio(%)=1.0, SPC=10, Backbone=Transformer2026.0279.7
CondTSCRatio(%)=0.5, SPC=5, Backbone=Transformer2026.0279.37
ShapeCondRatio(%)=0.1, SPC=1, Backbone=Transformer2026.0276.44
DCRatio(%)=1.0, SPC=10, Backbone=Transformer2026.0276.03
DCRatio(%)=0.5, SPC=5, Backbone=Transformer2026.0274.78
DSARatio(%)=0.5, SPC=5, Backbone=Transformer2026.0274.42
SRe2LRatio(%)=0.5, SPC=5, Backbone=Transformer2026.0273.83
MTTRatio(%)=0.5, SPC=5, Backbone=Transformer2026.0272.89
K-CenterRatio(%)=1.0, SPC=10, Backbone=Transformer2026.0269.97
DSARatio(%)=0.1, SPC=1, Backbone=Transformer2026.0268.53
SRe2LRatio(%)=0.1, SPC=1, Backbone=Transformer2026.0268.52
DCRatio(%)=0.1, SPC=1, Backbone=Transformer2026.0267.97
CondTSCRatio(%)=0.1, SPC=1, Backbone=Transformer2026.0266.2
MTTRatio(%)=0.1, SPC=1, Backbone=Transformer2026.0265.86
K-CenterRatio(%)=0.1, SPC=1, Backbone=Transformer2026.0263.99
HerdingRatio(%)=1.0, SPC=10, Backbone=Transformer2026.0262.68
RandomRatio(%)=1.0, SPC=10, Backbone=Transformer2026.0262.06
RandomRatio(%)=0.5, SPC=5, Backbone=Transformer2026.0261.65
K-CenterRatio(%)=0.5, SPC=5, Backbone=Transformer2026.0261.24
HerdingRatio(%)=0.5, SPC=5, Backbone=Transformer2026.0260.46
HerdingRatio(%)=0.1, SPC=1, Backbone=Transformer2026.0259.99
RandomRatio(%)=0.1, SPC=1, Backbone=Transformer2026.0258.02