HHAR
Benchmarks
TaskDatasetSOTA resultTrendResults
HHAR (test)
89.01Mean F1 Score
46
HHAR
96.6Accuracy
39
HHAR
2.09ATR Ratio
27
HHAR-OOD
58.22Accuracy
21
HHAR SA
98.16Accuracy
11
HHAR OOD
58.22Accuracy
11
HHAR ID
98.45Accuracy
10
HHAR 10-shot
80.7Accuracy
10
HHAR 5-shot
74.3Accuracy
10
HHAR 3-shot
63.2Accuracy
10
HHAR (test)
94.7Accuracy
7
HHAR Oracle train-domain (val)
98.91Nexus 4 Accuracy
7
HHAR Train-domain (val)
98.91Nexus 4 Accuracy
7
HHAR
47Transfer Accuracy (Source 0 → Target 2)
6
HHAR 10-shot
7.95Training Time (mins)
5
HHAR 5-shot
4.62Training Time (mins)
5
HHAR 3-shot
2.38Training Time (mins)
5
HHAR 10-shot
89.72GPU Utilization (%)
5
HHAR 5-shot
79.32GPU Utilization
5
HHAR 3-shot
59.59GPU Utilization
5
HHAR (test)
98.43Weighted F1
5
HHAR unseen
75F1 Score
5
HHAR
625.5Watch Latency (ms)
4
HHAR seen
98F1 Score
4