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Benchmarks
Neural latent variable modeling on DMFC-RSG 5 ms
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0.1841
co-bps
LangevinFlow
0.11494
0.132895
0.15085
0.168805
Jul 15, 2025
co-bps
TP Corr
PSTH R2
fp-bps
Updated 2mo ago
Evaluation Results
Method
Method
Links
co-bps
TP Corr
PSTH R2
fp-bps
LangevinFlow
sampling frequency=5 ms
2025.07
0.1841
-0.5466
0.6092
0.1689
AutoLFADS
sampling frequency=5 ms
2025.07
0.1829
-0.8248
0.6359
0.1844
MINT
sampling frequency=5 ms
2025.07
0.1821
-0.6929
0.7013
0.165
NDT
sampling frequency=5 ms
2025.07
0.172
-0.5624
0.4377
0.1404
SLDS
sampling frequency=5 ms
2025.07
0.1243
-0.5412
0.3372
-0.0418
Smoothing
sampling frequency=5 ms
2025.07
0.1202
-0.5139
0.2993
-
GPFA
sampling frequency=5 ms
2025.07
0.1176
-0.3763
0.2142
-
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