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Time Series Classification

Benchmark List

All benchmarks related to this task

charactertrajectories
Best model: MALSTM-FCN

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-5
Best model: time series

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aatld-gesture-recognition
Best model: MUSE

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arabicdigits
Best model: MALSTM-FCN

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arrowhead
Best model: R_DST_Ensemble

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auslan
Best model: GP-Sig-LSTM

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borealtc
Best model: CNN

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cmusubject16
Best model: SNLST

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digitshapes
Best model: SNLST

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eigenworms
Best model: LEM

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forda
Best model: 1D Convolution Neural Network

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heartbeat
Best model: ConvTran

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kickvspunch
Best model: SNLST

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pendigits-1
Best model: Disjoint-CNN

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physionet-challenge-2012
Best model: GRU-D - APC (n = 1)

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physionet-2017-atrial-fibrillation
Best model: ENCASE

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s2-agri
Best model: PSE+L-TAE

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standwalkjump
Best model: TSEM

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uea
Best model: IT+TPS

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wafer
Best model: R_DST_Ensemble

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ethanolconcentration

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articularywordrecognition

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selfregulationscp2

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acsf1

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adiac

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basicmotions

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beef

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cricket

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earthquakes

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ecg

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ecg200

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ecg5000

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ering

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facedetection

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handwriting

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insectwingbeat

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japanesevowels

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libras

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lp1

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lp2

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lp3

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lp4

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lp5

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natops

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netflow

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pems

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pendigits

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racketsports

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shapes-1

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uci-epileptic-seizure-recognition

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uwave

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walkvsrun

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