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Benchmarks
Neural latent variable modeling on MC-Maze
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0.3641
co-bps
LangevinFlow
0.20134
0.243595
0.28585
0.328105
Jul 15, 2025
co-bps
R2 (Velocity)
R2 (PSTH)
FP-bps
Updated 2mo ago
Evaluation Results
Method
Method
Links
co-bps
R2 (Velocity)
R2 (PSTH)
FP-bps
LangevinFlow
Sampling frequency=20 ms
2025.07
0.3641
0.894
0.6801
0.2573
NDT
Sampling frequency=20 ms
2025.07
0.3597
0.8897
0.6172
0.2442
AutoLFADS
Sampling frequency=20 ms
2025.07
0.3554
0.8906
0.6002
0.2454
MINT
Sampling frequency=20 ms
2025.07
0.3295
0.9005
0.7474
0.2076
GPFA
Sampling frequency=20 ms
2025.07
0.2463
0.6613
0.5574
-
SLDS
Sampling frequency=20 ms
2025.07
0.2117
0.7944
0.4709
-0.1513
Smoothing
Sampling frequency=20 ms
2025.07
0.2076
0.6111
-0.0005
-
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