Table 1.
List of datasets found in literature and their respective criteria status.
| 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 |
CR1: Availability of raw data;
CR2: Data integrity;
CR3: Inclusion of a substantial set of shared activities;
CR4: Regular human daily activities.
Asterisks means that dataset has no published work associated.