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Benchmarks
Behavior Decoding on NHP center-out reaching (test)
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0.649
CC Accuracy
MRINE
0.38172
0.45111
0.5205
0.58989
Dec 13, 2025
CC Accuracy
Updated 3mo ago
Evaluation Results
Method
Method
Links
CC Accuracy
MRINE
Spike channels=20, LFP...
2025.12
0.649
MRINE
Spike channels=10, LFP...
2025.12
0.624
MMGPVAE
Spike channels=20, LFP...
2025.12
0.601
MMGPVAE
Spike channels=10, LFP...
2025.12
0.567
MSID
Spike channels=20, LFP...
2025.12
0.561
MRINE
Spike channels=5, LFP...
2025.12
0.547
MVAE
Spike channels=20, LFP...
2025.12
0.544
mmPLRNN
Spike channels=20, LFP...
2025.12
0.538
MSID
Spike channels=10, LFP...
2025.12
0.521
MMGPVAE
Spike channels=5, LFP...
2025.12
0.495
mmPLRNN
Spike channels=10, LFP...
2025.12
0.47
mmPLRNN
Spike channels=5, LFP...
2025.12
0.468
MVAE
Spike channels=10, LFP...
2025.12
0.462
MSID
Spike channels=5, LFP...
2025.12
0.442
MVAE
Spike channels=5, LFP...
2025.12
0.392
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