Human Activity Recognition on HHAR SA
98.16AccuracyLITE
Evaluation Results
| Method | Links | |
|---|---|---|
| LITEAvg Params=16.84K, Avg GFlops=0.27G2025.08 | 98.16 | |
| MambaAvg Params=235.81K, Avg GFlops=5.11G2025.08 | 97.72 | |
| PRISMAvg Params=13.59K, Avg GFlops=0.04G2025.08 | 97.48 | |
| TSLANetAvg Params=762.32K, Avg GFlops=2.12G2025.08 | 96.6 | |
| MiniROCKETAvg Params=72.55K, Avg GFlops=0.55G2025.08 | 95.9 | |
| TimesNetAvg Params=56.69M, Avg GFlops=4.07T2025.08 | 95.38 | |
| LightTSAvg Params=1.85M, Avg GFlops=0.07G2025.08 | 93.58 | |
| iTransformerAvg Params=491.73K, Avg GFlops=0.05G2025.08 | 91.96 | |
| FiLMAvg Params=12.59M, Avg GFlops=0.58G2025.08 | 86.99 | |
| PatchTSTAvg Params=485.79K, Avg GFlops=1.63G2025.08 | 85.35 | |
| DLinearAvg Params=3.64M, Avg GFlops=0.12G2025.08 | 43.43 |