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Benchmarks
Human Activity Recognition on HHAR SA
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98.16
Accuracy
LITE
41.2408
56.0179
70.795
85.5721
Aug 6, 2025
Accuracy
Updated 12d ago
Evaluation Results
Method
Method
Links
Accuracy
LITE
Avg Params=16.84K, Avg...
2025.08
98.16
Mamba
Avg Params=235.81K, Av...
2025.08
97.72
PRISM
Avg Params=13.59K, Avg...
2025.08
97.48
TSLANet
Avg Params=762.32K, Av...
2025.08
96.6
MiniROCKET
Avg Params=72.55K, Avg...
2025.08
95.9
TimesNet
Avg Params=56.69M, Avg...
2025.08
95.38
LightTS
Avg Params=1.85M, Avg...
2025.08
93.58
iTransformer
Avg Params=491.73K, Av...
2025.08
91.96
FiLM
Avg Params=12.59M, Avg...
2025.08
86.99
PatchTST
Avg Params=485.79K, Av...
2025.08
85.35
DLinear
Avg Params=3.64M, Avg...
2025.08
43.43
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