| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| SisFall (test) | MultiModalFallDetector | Recall98.9 | 13 | 2mo ago | |
| Custom synchronized radar-vibration bathroom dataset (test) | Ours | Accuracy96.1 | 10 | 2mo ago | |
| SmartFallMM (ten LOSO-CV folds) | Gated-CNN | F1 Score93 | 5 | 13d ago | |
| UP-Fall | Gated-CNN | Macro-averaged F1-score90 | 2 | 13d ago | |
| UMAFall | Gated-CNN | Macro F191 | 2 | 13d ago | |
| FallAllD | Gated-CNN | Macro F190 | 2 | 13d ago | |
| WEDA-Fall | Gated-CNN | Macro F1-score93 | 2 | 13d ago | |
| SmartFallMM | Gated-CNN | Macro F1 Score93 | 2 | 13d ago | |
| WiFall Dataset | CSI-BERT2 | Accuracy94.79 | 2 | 3mo ago |
