Classification on BasicMotions 50% Missing benchmark leaderboard · SOTA2 Research

Classification on BasicMotions 50% Missing

100AccuracyODE-RNN

Evaluation Results

Method	Links
ODE-RNN2024.01		100
ODE-RNN2024.02		100
Neural LSDE2024.02		100
Neural LNSDE2024.02		100
GRU-ODE2024.01		98.3
Neural CDE2024.01		98.3
ANCDE2024.01		98.3
DualDynamics2024.01		98.3
GRU-ODE2024.02		98.3
Neural CDE2024.02		98.3
ANCDE2024.02		98.3
Neural GSDE2024.02		98.3
GRU-Δt2024.01		96.7
Transformer2024.01		96.7
GRU-∆t2024.02		96.7
Neural RDE2024.01		95
GRU-D2024.01		93.3
MIAM2024.01		93.3
GRU-D2024.02		93.3
MIAM2024.02		93.3
GRU2024.01		90
GRU2024.02		90
MTAN2024.01		71.7
ODE-LSTM2024.01		71.7
MTAN2024.02		71.7
ODE-LSTM2024.02		71.7
Neural RDE2024.02		71.7
LSTM2024.01		70
LSTM2024.02		70
RNN2024.01		60
RNN2024.02		60
Neural SDE2024.02		50
Neural Flow2024.01		43.3
EXIT2024.01		41.7
EXIT2024.02		41.7
Latent SDE2024.02		35
LEAP2024.01		31.7
LEAP2024.02		31.7