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Benchmarks
Behavior decoding on NHP grid reaching (test)
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61.1
Accuracy (CC)
MRINE
26.26
35.305
44.35
53.395
Dec 13, 2025
Accuracy (CC)
Updated 3mo ago
Evaluation Results
Method
Method
Links
Accuracy (CC)
MRINE
Spike channels=20, LFP...
2025.12
61.1
MRINE
Spike channels=10, LFP...
2025.12
55.5
mmPLRNN
Spike channels=20, LFP...
2025.12
54
MSID
Spike channels=20, LFP...
2025.12
51.9
MRINE
Spike channels=5, LFP...
2025.12
48.7
MMGPVAE
Spike channels=20, LFP...
2025.12
47.9
mmPLRNN
Spike channels=10, LFP...
2025.12
47.7
mmPLRNN
Spike channels=5, LFP...
2025.12
45
MSID
Spike channels=10, LFP...
2025.12
44
MMGPVAE
Spike channels=10, LFP...
2025.12
43.8
MVAE
Spike channels=20, LFP...
2025.12
42.5
MVAE
Spike channels=10, LFP...
2025.12
38.6
MSID
Spike channels=5, LFP...
2025.12
38
MVAE
Spike channels=5, LFP...
2025.12
32.6
MMGPVAE
Spike channels=5, LFP...
2025.12
27.6
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