Behavior decoding on NHP grid reaching (test)
61.1Accuracy (CC)MRINE
Evaluation Results
| Method | Links | |
|---|---|---|
| MRINESpike channels=20, LFP channels=20, Spike timescale=10 ms, LFP timescale=50 ms, Causal=true2025.12 | 61.1 | |
| MRINESpike channels=10, LFP channels=10, Spike timescale=10 ms, LFP timescale=50 ms, Causal=true2025.12 | 55.5 | |
| mmPLRNNSpike channels=20, LFP channels=20, Spike timescale=10 ms, LFP timescale=50 ms, Causal=false2025.12 | 54 | |
| MSIDSpike channels=20, LFP channels=20, Spike timescale=10 ms, LFP timescale=50 ms, Causal=true2025.12 | 51.9 | |
| MRINESpike channels=5, LFP channels=5, Spike timescale=10 ms, LFP timescale=50 ms, Causal=true2025.12 | 48.7 | |
| MMGPVAESpike channels=20, LFP channels=20, Spike timescale=10 ms, LFP timescale=50 ms, Causal=false2025.12 | 47.9 | |
| mmPLRNNSpike channels=10, LFP channels=10, Spike timescale=10 ms, LFP timescale=50 ms, Causal=false2025.12 | 47.7 | |
| mmPLRNNSpike channels=5, LFP channels=5, Spike timescale=10 ms, LFP timescale=50 ms, Causal=false2025.12 | 45 | |
| MSIDSpike channels=10, LFP channels=10, Spike timescale=10 ms, LFP timescale=50 ms, Causal=true2025.12 | 44 | |
| MMGPVAESpike channels=10, LFP channels=10, Spike timescale=10 ms, LFP timescale=50 ms, Causal=false2025.12 | 43.8 | |
| MVAESpike channels=20, LFP channels=20, Spike timescale=10 ms, LFP timescale=50 ms2025.12 | 42.5 | |
| MVAESpike channels=10, LFP channels=10, Spike timescale=10 ms, LFP timescale=50 ms2025.12 | 38.6 | |
| MSIDSpike channels=5, LFP channels=5, Spike timescale=10 ms, LFP timescale=50 ms, Causal=true2025.12 | 38 | |
| MVAESpike channels=5, LFP channels=5, Spike timescale=10 ms, LFP timescale=50 ms2025.12 | 32.6 | |
| MMGPVAESpike channels=5, LFP channels=5, Spike timescale=10 ms, LFP timescale=50 ms, Causal=false2025.12 | 27.6 |