HyperAI
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Time Series Imputation
Filling in missing values in time series data by estimating them from observed neighboring values and patterns.
Leaderboard
15 models total
Benchmarks
Weather
Electricity
ETTm1
Traffic
ERA5
GESL-C
GESL-V
LCL
WD1
WD2
HD
TCPC
METR-LA
PEMS-BAY
Air Quality
AllenCell collection
AQ-SDR
CarbonTracker (CT)
Chess
CMIP6
ETTh1
Parkinsons
AgAID
AQI
AQI-36
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
NYCTaxi
PARTITION
PEMS-BAY Point Missing
GRIN
PEMS03
PEMS04
PEMS07
PEMS08
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)
AQI36
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
ETT_h1
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)
PM25
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