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Benchmarks
Neural population modeling on Area2 Bump
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0.2881
Co-BPS
LangevinFlow
0.147492
0.183996
0.2205
0.257004
Jul 15, 2025
Co-BPS
Velocity R2
PSTH R2
FP-BPS
Updated 2mo ago
Evaluation Results
Method
Method
Links
Co-BPS
Velocity R2
PSTH R2
FP-BPS
LangevinFlow
Sampling frequency=20 ms
2025.07
0.2881
0.881
0.7641
0.1647
MINT
Sampling frequency=20 ms
2025.07
0.2718
0.8803
0.9049
0.1489
NDT
Sampling frequency=20 ms
2025.07
0.2624
0.8623
0.6078
0.1459
AutoLFADS
Sampling frequency=20 ms
2025.07
0.2542
0.8565
0.6552
0.1423
SLDS
Sampling frequency=20 ms
2025.07
0.1816
0.6967
0.52
0.0132
GPFA
Sampling frequency=20 ms
2025.07
0.1791
0.6094
0.5998
-
Smoothing
Sampling frequency=20 ms
2025.07
0.1529
0.5319
-0.184
-
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