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Benchmarks
Time-series Classification on BasicMotions (30% Missing)
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100
Accuracy
GRU-Δt
27.2
46.1
65
83.9
Jan 10, 2024
Accuracy
Updated 16d ago
Evaluation Results
Method
Method
Links
Accuracy
GRU-Δt
Early-stopping=false
2024.01
100
ODE-RNN
Early-stopping=false
2024.01
100
Neural CDE
Early-stopping=false
2024.01
100
DualDynamics
Early-stopping=false
2024.01
100
MIAM
Early-stopping=false
2024.01
98.3
Neural RDE
Early-stopping=false
2024.01
98.3
GRU
Early-stopping=false
2024.01
96.7
GRU-ODE
Early-stopping=false
2024.01
96.7
ANCDE
Early-stopping=false
2024.01
96.7
GRU-D
Early-stopping=false
2024.01
95
Transformer
Early-stopping=false
2024.01
90
LSTM
Early-stopping=false
2024.01
83.3
MTAN
Early-stopping=false
2024.01
71.7
ODE-LSTM
Early-stopping=false
2024.01
68.3
RNN
Early-stopping=false
2024.01
63.3
EXIT
Early-stopping=false
2024.01
45
Neural Flow
Early-stopping=false
2024.01
43.3
LEAP
Early-stopping=false
2024.01
30
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