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时序分类
为整个时间序列或子序列分配类别标签，如从传感器数据中进行活动识别。
排行榜
共计 38 个模型
基准测试
Heartbeat
ECG
JapaneseVowels
Libras
PenDigits
Epilepsy
EthanolConcentration
FaceDetection
SelfRegulationSCP2
CharacterTrajectories
Handwriting
UWave
PAMAP2
PhysioNet Sepsis
SelfRegulationSCP1
UWaveGestureLibrary
Wafer
ArabicDigits
MALSTM-FCN
DSADS
HAR
HHAR
NATOPS
PEMS-SF
UCR Time Series Archive
AUSLAN
GP-Sig-LSTM
CMUsubject16
GP-Sig-LSTM
DigitShapes
GP-Sig-LSTM
KickvsPunch
SNLST
NetFlow
PEMS
SHAPES
SpokenArabicDigits
UCI-HAR
USC-HAD
WalkvsRun
Cricket
EMG
LSST
RacketSports
ArticularyWordRecognition
BasicMotions
BCI-ERN
Center-Out (RS)
cifar10-dvs
STS-ResNet
FingerMovements
Gesture
Handwriting I
MAMEM-SSVEP-II
Mhealth
MotorImagery
Opportunity
Speech
StandWalkJump
TUAB
WISDM
AtrialFibrillation
Augsburg
Berlin
Center-Out (M) I
Center-Out (M) II
Center-Out (M) III
Center-Out (M) IV
Center-Out (M) V
ERing
FD-A
FD-B
ForestNet
Handwriting II
Houston2013
Houston2018
MUUFL Gulfport
PTB-XL
Seoul Korean Accentual Phrase dataset
Trento
Closed-World (CW) dataset
English dataset
French dataset
HandMovementDirection
Noise2016a
Noise2016b
Noise2018
P19
PAM
PhonemeSpectra
RadioML 2016.10a
RadioML 2016.10b
RadioML 2018.01A
Regular language tasks
Shoaib
AGS
ATLE
BEIRUT
CANINE
Charliehebdo
CogState
CTLE-RATLFP
DynHCPActivity
DynHCPAge
DynHCPGender
FMCE
Glass
HUP
IESS
InsectWingbeat
Iris
ISRUC-S3
KAIME
LPIRE
MIMIC-III
MP-Bench
P12
PCS
pendigits
Disjoint-CNN
Person Activity
PhysioNet Sepsis Prediction
PhysioNet Challenge 2012
RESPECT
SAD
SHU-MI
Sleep-EDF-78
SLIM
Sydneysiege
UCIHAR
WESAD
Zoo
AG News
AWR
B. Cancer
CBF
Chapman
Chapman-Shaoxing
CirCor DigiScope
M2D
Coffee
Cornell
CoSt
CPSC 2018
CricketX
Dermatology
DuckDuckGeese
EPN-612
FD
FM
GLOBEM
HCP
ISOLET
Japanese Vowels
LifeSnaps
ListOps
MentalArithmetic
MotionSense
Mumtaz2016
NinaPro DB5
NIPS34
OpenXAI
OULAD
PS
PWUD
SCP1
SCP2
seed-iv
SHD
Sleep-EDF
Sleep-EDF-20
SST
StarLightCurves
UCI EMG
UEA
USPS
Vehicle
Workload
Algebra2005
Aposemat IoT-23
ASSIST2009
ASSIST2012
ASSISTments2009
ASSISTments2015
BePKT
Bridge2006
CIFAR-10
CIFAR-100
CWRU
DaliaHAR
Dataset 1
Dataset 2
Dataset 3
Dataset 4
DEAP
EC
ECG200
ECG5000
Eedi
EMO
Face four
Fungi
GestureMidAirD1
GL
GRABMyo
GSC
Gun point
HB
HW
IEMOCAP
IMDB
InsectWing
ISRUC
ItalyPow.Dem.
IW
JV
Lighting2
Lighting7
Long-Range Arena
MELD
MI
MIMIC-IV
MPDD-Young
OliverOil
OSU leaf
PhysioNet 2017
PIE
POJ
PTB
RealWorld
Respiratory
s2-agri
PSE+L-TAE
SelfReg
Sequential CIFAR-10
Sequential MNIST
ShapesAll
SHHS
SRSCP1
SSC
SU
SwedishLeaf
TBV
Trace
UCR
UEA multivariate datasets
UW
Weather
WHU
Widar3.0
WordsSyn
Worms
(A5, 12)
(A5, 2)
(A5, 6)
(A5, 8)
(S5, 32)
(S5, 4)
(S5, 8)
1-BEMG
18 benchmark datasets
18 UCI datasets
Activity dataset
Activity Recognition
ADHD-200
Adiac
ADNI
AL2005
Argoverse
BD2006
Beef
Bidim
BME
CAPTURE-24
Car
CAS(ME)^3
CASME II Part
Center-Out (M)
CHB-MIT
Chicago Accident
Chicago Crime
CIC-IDS
CIC-IDS-2017
CIC-IoT
CICIoT 2023
Composite
Covertype
CR
CricketY
Crop
Cross-Platform
CrossPlatform (Android)
CrossPlatform (iOS)
CSI 50
CSI 500
CT
CTU
CUB
Cycle Nav.
D1
D2
D3
D4
Data2016a
Data2016b
Data2018
DBLP
Device Identification (NetML)
Device Identification (nPrint)
DiatomSizeReduction
DodgerLoopWeekend
DREAMS sleep spindles
Robust autoregressive hidden semi-Markov model
DREAMS-SUB
DSA
DynHCP-Age
DynHCP-Gender
DynHCP-Task
EDF20
EDF78
EGFR dynamics
EigenWorms
ElectricDevices
Electricity
Email list
EmoryNLP
EOGVerticalSignal
EP
ER
Ethanol
Ethanol Concentration
Even Pairs
EW
Face Detection
FaceAll
FACED
FaceFour
Fault-Diagnosis
FB
FBM
Finance
Fish
FISHM
FLAAP
FordA
1D Convolution Neural Network
FreezerRegularTrain
fUSI
GasSensor
gene regulatory dynamics
GesturePebbleZ2
GPCR dynamics
GunPointAgeSpan
GunPointMaleVersusFemale
HANDWRITTEN
HAR70+
Harth
HCP-WM
Healthcare (MT)
Healthcare (TP)
Highschool
HMD
HouseTwenty
Houston
Image
Infectious
InlineSkate
InsectEPGSmallTrain
IoT Sentinel
ISCX Tor-nonTor
ISCX VPN-nonVPN
ISCXTor 2016
ISCXVPN
ISCXVPN 2016
ISRUC-S1
JAAD
Kinetics-Skeleton
Kitsune
LEMON
LIB
Lightning2
Lightning7
LMTHM
LP1
LP2
LP3
LP4
LP5
LRA
MAHNOB-HCI
Mallat
Malware
marmoset ECoG dataset
MASS-SS3
MedicalImages
MelbournePedestrian
MiddlePhalanxOutlineCorrect
MIT
mixed-tunnels
MixedShapesRegularTrain
MMACT
Mod Arith.
Mortality
Motor
MuAE
MultiWOZ 2.2
Myo
NATO
New York
Nikkei 225
NinaPro DB2
NTU RGB+D
NTU RGB+D 120
NTU-120
NTU-60
NTU-Fi-HAR
NTU-Fi-HumanID
NYC
NYC Accident
NYC Crime
Occupancy
OpenVPN
OPTIMUS dataset
OU
P12-L
P12-M
PAMAP
Parity
Pathfinder
PathX-128
PathX-256
PD
PEMS04
PEMS08
PEMSBAY
Permuted Sequential MNIST
PhyAAt
PickupGestureWiimoteZ
Plane
PopSign
PowerCons
Powersupply
RCW
Realdisp
Retrieval
RS
S-CIFAR10
S-MNIST
S&P 500
SAMM Part
San Fran.
Santiago
SCENE15
seed
SEED-VIG
Self-Regulation SCP1
Self-Regulation SCP2
SemgHandGenderCh2
Service Recognition (nPrint)
Shadowsocks
ShadowsocksR
Siena
Skoda
SmallKitchenAppliances
SMIC-HS Part
Spam filtering
spiking whisker sweep dataset
Spoken Arabic Digits
SRS1
SRS2
Strawberry
TDBRAIN
TEE
Test-Positive
Text
Ti46-Alpha
TiDigits
TKY
TNDA-HAR
Trojan
Tumblr
TUSZ
UCI HAR
UCI Epileptic Seizure Recognition
UCR Time Series Classification Archive
UEA multivariate TS classification archive
UKB
UNSW-NB15
US
Usenet
USTC-TFC
UT-Complex
UTD-MHAD
UWare
UWave Gesture Library
UWaveGestureLibraryZ
V2Ray
w-HAR
Wharf
whisker sweep dataset
XRF55
Yaseen18