| HHAR (test) | | Mean F1 Score89.01 | | 46 | 3mo ago |
| UCIHAR (test) | AFVF | Macro F1 Score98.65 | | 43 | 2mo ago |
| Shoaib | GenHAR | Accuracy86.89 | | 42 | 12d ago |
| mHealth | RAG-HAR | F1 Score96.74 | | 35 | 14d ago |
| Orange (day-based chronological) | TDOST | Macro-F188.44 | | 24 | 1d ago |
| Kyoto (day-based chronological) | CPC | Macro-F172.95 | | 24 | 1d ago |
| Aruba (day-based chronological) | CPC | Macro-F183.36 | | 24 | 1d ago |
| Milan (day-based chronological) | CPC | Macro-F168.85 | | 24 | 1d ago |
| InteractADL (test) | CoNa | Accuracy6.95 | | 24 | 3mo ago |
| WESAD | MAESTRO + SentryFuse | Accuracy77 | | 22 | 16d ago |
| RoboFiSense V1 (test) | GF-BiLSTM | Accuracy95.1 | | 22 | 2mo ago |
| RoboFiSense V2 (test) | GF-BiLSTM | Accuracy95.65 | | 22 | 2mo ago |
| RoboFiSense V3 (test) | GF-BiLSTM | Accuracy96.11 | | 22 | 2mo ago |
| PAMAP2 | Weakly Self-Supervised Approach with 10% Labels | Accuracy99.04 | | 22 | 3mo ago |
| DSADS | LarctanKAN (M-K-M) | Macro F154.3 | | 20 | 12d ago |
| DG | KAN-MLP-Mixer | Macro F1 Score59.8 | | 20 | 14d ago |
| MPII (test) | Ours, Res101 | mAP37.5 | | 20 | 3mo ago |
| TNDA-HAR | AnyMo | Accuracy59.4 | | 18 | 12d ago |
| w-HAR | IMUGPT | Accuracy67.2 | | 18 | 12d ago |
| UTD-MHAD | UniMTS | Accuracy22.8 | | 18 | 12d ago |
| USC-HAD | | Accuracy32.9 | | 18 | 12d ago |
| RealWorld | UniMTS w/o rot aug | Accuracy55.5 | | 18 | 12d ago |
| Opportunity | AnyMo | Accuracy59.4 | | 18 | 12d ago |
| UCI-HAR | NormWear (Luo et al., 2024a) | Accuracy98.954 | | 15 | 16d ago |
| EGTEA Gaze+ (Split 3) | GC-TSM | Accuracy62.6 | | 15 | 3mo ago |
