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Zeitreihenimputation
Ausfüllen fehlender Werte in Zeitreihendaten durch Schätzung aus beobachteten Nachbarnwerten und Mustern.
Leaderboard
Insgesamt 15 Modelle
Benchmarks
Weather
Electricity
ETTm1
Traffic
ERA5
GESL-C
GESL-V
LCL
WD1
WD2
HD
TCPC
ETTh1
METR-LA
PeMS-Bay
Air-Quality
AllenCell collection
AQ-SDR
AQI-36
CarbonTracker (CT)
Chess
CMIP6
Parkinsons
AgAID
AQI
Beijing Air
bike
BJTaxi
Blogger
Chengdu-Large
Chengdu-Small
COHERENT
Connect
Doppler signal
Dubai Land Department dataset
Electricity Load Diagram
ETTh2
ETTm2
Ionosphere
METR-LA Point Missing
MHK
NACSE
NYC-Taxi
PARTITION
PEMS-03
PEMS-04
PEMS-07
PEMS-08
PEMS-BAY Point Missing
GRIN
PhysioNet
Porto-Large
Porto-Small
Power
protein transduction system
Random signal
shuttle
synthetic data
Zoo
AD-B
AD-F
AD-T
AFHQ
AIR36
AIS-DK
AIS-US
Anuram
AQI (437)
AQI-36 (36)
Balance
Beijing
BeijingMEO
Bézier (2D)
Bézier (64D)
blood-transfusion
breast
bwa CPU usage dataset
CA Traffic
Caiso
Carotid
CIFAR-10
CN
Concrete Compression
Connectionist Bench Vowel
Cy. Flow
Cylinder
Doppler Function
DutchWind
Ellipsoid
ETDataset
Exchange
Face Performance
Faces [3]
Flightmare data
FN system
GLOBALVIEWplus
GuangZhou
Hawaii ocean
Heart
hes1 system
Highways England
Human3.6M
HumanML3D
Hypotrochoids (4D)
Illness
IMAGEVK-74
Italy
Jinan Taxi
Jinhua Sales
Kol. Flow
L-shaped
letter
Lid-driven
Lissajous (3D)
LondonAQ
Los
LuohuTaxi
METR-LA (207)
Metro
Motion Capture
Multi-model data
NACA 4-digit
National Illness
Navier-Stokes
NEWS
NOAA OISST V2
NP
NREL-AL
NREL-AL (137)
NREL-MD
NREL-MD (80)
NS-3
NYC-Bike
ODEBench
OKF data
Pedestrian
PeMS-BA
PEMS-BAY (325)
PeMS-LA
PeMS-SD
PEMS-Traffic
PEMS07 (883)
PM2.5
Qsar Biodegradation
RDGS
Rotated-MNIST
SEA-LOOP
SEA-LOOP (323)
Sensor-Scope
Server Room
single-cell perturbation screening
Solar
spam
sphere
SPRITES
SSF
Strand
Synthetic Sine Waves
TaxiSpeed
Tongzhou
Traffic PeMS
Turkiye
U-AIR
USHCN
Valley
Wearable Sensor Dataset
wine
Wine Quality White
Wireless
XC-Traffic
Y-shaped
yeast