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Benchmarks
Classification on BasicMotions Regular (0% missingness)
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100
Accuracy
GRU-ODE
27.2
46.1
65
83.9
Jan 10, 2024
Accuracy
Updated 16d ago
Evaluation Results
Method
Method
Links
Accuracy
GRU-ODE
Computation time (s)=5...
2024.01
100
ANCDE
Computation time (s)=3...
2024.01
100
DualDynamics
Computation time (s)=1...
2024.01
100
Transformer
Computation time (s)=5...
2024.01
98.3
ODE-RNN
Computation time (s)=1...
2024.01
98.3
Neural CDE
Computation time (s)=1...
2024.01
98.3
Neural RDE
Computation time (s)=9...
2024.01
98.3
GRU-D
Computation time (s)=4...
2024.01
96.7
MIAM
Computation time (s)=1...
2024.01
96.7
GRU
Computation time (s)=2...
2024.01
95
GRU-Δt
Computation time (s)=3...
2024.01
95
MTAN
Computation time (s)=3...
2024.01
95
LSTM
Computation time (s)=2...
2024.01
83.3
RNN
Computation time (s)=2...
2024.01
75
ODE-LSTM
Computation time (s)=7...
2024.01
73.3
Neural Flow
Computation time (s)=4...
2024.01
71.7
LEAP
Computation time (s)=1...
2024.01
31.7
EXIT
Computation time (s)=3...
2024.01
30
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