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Benchmarks
Activity Recognition on WISDM (test)
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85.66
Top-1 Accuracy
PatchTST (Supervised Learning)
43.3008
54.2979
65.295
76.2921
Mar 12, 2026
Top-1 Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Top-1 Accuracy
PatchTST (Supervised Learning)
# Parameters=0.9M, Eva...
2026.03
85.66
SLIPBase
# Parameters=120M, # T...
2026.03
82.36
SundialBase
# Parameters=128M, # T...
2026.03
81.25
ChronosBase
# Parameters=200M, # T...
2026.03
80.3
ChatTS
# Parameters=8B, # Tim...
2026.03
75.59
Chronos2
# Parameters=120M, # T...
2026.03
75.02
Statistical ML
Evaluation Protocol=li...
2026.03
72.43
Normwear
# Parameters=136M, # T...
2026.03
70.77
TF-C
# Parameters=12M, # Ti...
2026.03
55.39
SimMTM
# Parameters=0.5M, # T...
2026.03
44.93
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