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Time Series Classification on 30 benchmark datasets Regular (test)

76.7Accuracy

Neural CDE (with TANDEM)

Updated 16d ago

Evaluation Results

Method	Links
Neural CDE (with TANDEM) 2025.08		76.7	5.87
Neural SDE (with TANDEM) 2025.08		74.9	6.93
Neural ODE (with TANDEM) 2025.08		73.8	8.7
Neural LNSDE 2025.08		72.7	7.98
Neural LSDE 2025.08		71.7	7.93
Neural GSDE 2025.08		71.6	8.22
Neural CDE 2025.08		70.9	12.03
ANCDE 2025.08		69.3	11.23
Neural RDE 2025.08		67.8	13.02
GRU 2025.08		67.2	11.45
GRU-ODE 2025.08		67.1	13.72
GRU-Simple 2025.08		66.9	11.38
Transformer 2025.08		66.4	13.52
ODE-RNN 2025.08		65.8	12.73
GRU-D 2025.08		64.8	14.32
MTAN 2025.08		64.8	16.42
GRU-Δ 2025.08		64.1	14
EXIT 2025.08		63.6	15.37
LSTM 2025.08		63.3	15.4
MIAM 2025.08		62.3	14.88
ODE-LSTM 2025.08		61.9	15.42
RNN 2025.08		58.2	18.42
Neural SDE 2025.08		52.6	17.77
Neural ODE 2025.08		52.1	18.7
LEAP 2025.08		44.4	19.6