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Benchmarks
Neural latent variable modeling on MC-RTT
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0.201
Co-BPS
LangevinFlow
0.143176
0.158188
0.1732
0.188212
Jul 15, 2025
Co-BPS
Velocity R2
FP-BPS
Updated 2mo ago
Evaluation Results
Method
Method
Links
Co-BPS
Velocity R2
FP-BPS
LangevinFlow
Sampling frequency=20 ms
2025.07
0.201
0.6652
0.1389
MINT
Sampling frequency=20 ms
2025.07
0.2008
0.6547
0.1099
AutoLFADS
Sampling frequency=20 ms
2025.07
0.1976
0.6105
0.1241
GPFA
Sampling frequency=20 ms
2025.07
0.1769
0.5263
-
SLDS
Sampling frequency=20 ms
2025.07
0.1662
0.5365
-0.0509
NDT
Sampling frequency=20 ms
2025.07
0.1643
0.61
0.12
Smoothing
Sampling frequency=20 ms
2025.07
0.1454
0.3875
-
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