Table 1 List of datasets found in literature and their respective criteria status.
From: A benchmark for domain adaptation and generalization in smartphone-based human activity recognition
Dataset | CR1 | CR2 | CR3 | CR4 |
|---|---|---|---|---|
KuHar23 | ✓ | ✓ | ✓ | ✓ |
MotionSense24 | ✓ | ✓ | ✓ | ✓ |
RealWorld3 | ✓ | ✓ | ✓ | ✓ |
UCI25 | ✓ | ✓ | ✓ | ✓ |
WISDM2 | ✓ | ✓ | ✓ | ✓ |
RealLifeHAR36 | ✓ | ✓ | ✓ | |
The SHL Dataset37 | ✓ | ✓ | ✓ | |
HARSENSE38 | ✓ | ✓ | ✓ | |
TNDA-HAR39 | ✓ | ✓ | ✓ | |
Extrasensory20 | ✓ | ✓ | ✓ | |
CHARM26 | ✓ | ✓ | ✓ | |
FallDAD40* | ✓ | ✓ | ✓ | |
HASC-Challenge41 | ✓ | ✓ | ✓ | |
PAR42 | ✓ | ✓ | ✓ | |
Opportunity43 | ✓ | ✓ | ✓ | |
Bike&Safe44* | ✓ | ✓ | ||
DRIVER/DRIVER-2145* | ✓ | |||
Phone-Sensor-Driving46* | ✓ | |||
Writing-Behavior47* | ✓ | |||
TOOTHBRUSHING48 | ✓ | |||
eGLASSES49 | ✓ | |||
Entry-Exit-CAR50 | ✓ | |||
RecodGait v151 | ✓ | |||
RecodGait v28 | ✓ | |||
DailySports52 | ✓ | ✓ | ✓ | |
LAR53 | ✓ | ✓ | ✓ | |
FallAllD54 | ✓ | ✓ | ||
HAD-AW55 | ✓ | ✓ | ||
DU-MD56 | ✓ | ✓ | ||
Crowds57 | ||||
Embedded58 | ||||
INDOOR59* | ||||
Parkinson-acoustic60* | ||||
Distributed-Recognition61 | ||||
ElderlyFall62 | ||||
FallADL63 | ||||
HealthDetection* | ||||
Mob-Battery-20* | ||||
UbiqLog64 | ||||
WIDAR65 | ||||
HAR-AUDIO66 |
