List your company
ResearchFormerly WizWand

Behavior decoding on Makin (held-out sessions)

0.789R2REALM-bi
0.101560.280030.45850.63697May 14, 2026
Updated 5mo ago

Evaluation results

MethodLinks
REALM-biSession=20161005_062026.050.789
REALM-biSession=20160622_012026.050.783
REALM-LbiDirectionality=Bidirectional, Modality=LFP only, Params=10.9M, Summary=Makin mean2026.050.781
REALM-biSession=20160915_012026.050.77
REALM-biSession=Makin mean2026.050.768
REALM-biDirectionality=Bidirectional, Modality=LFP only, Params=5M, Summary=Makin mean2026.050.768
BiLSTMSession=20160630_01, Parameters=5M2026.050.765
BiLSTMSession=20160915_012026.050.761
REALM-biSession=20160630_01, Variant=PT2026.050.757
REALM PTSession=20160630_01, Causal=true, Evaluation Protocol=Held-out sessions2026.050.757
REALM-biSession=20170124_012026.050.756
REALMSession=20161005_06, Causal=true, Evaluation Protocol=Held-out sessions2026.050.756
BiLSTMSession=20161005_062026.050.752
CrossModalDistillSupervision mode=Full Sup, Modality=LFP+Spikes, Summary=Makin mean2026.050.751
BiLSTMSession=20170124_01, Parameters=5M2026.050.747
REALMSession=20160622_01, Causal=true, Evaluation Protocol=Held-out sessions2026.050.746
REALM-biSession=20160630_012026.050.744
LSTM-5MSession=20170124_01, Causal=true, Evaluation Protocol=Held-out sessions2026.050.742
REALMSession=20170124_01, Causal=true, Evaluation Protocol=Held-out sessions2026.050.741
CrossModalDistillSupervision mode=Sup, Modality=LFP+Spikes, Summary=Makin mean2026.050.736
REALM-biSession=20160622_01, Variant=PT2026.050.734
REALM-biSession=20170124_01, Variant=PT2026.050.734
REALM PTSession=20160622_01, Causal=true, Evaluation Protocol=Held-out sessions2026.050.734
REALM PTSession=20170124_01, Causal=true, Evaluation Protocol=Held-out sessions2026.050.734
REALMSession=20160915_01, Causal=true, Evaluation Protocol=Held-out sessions2026.050.727
REALM-LDirectionality=Causal, Modality=LFP only, Params=10.5M, Summary=Makin mean2026.050.717
REALMSession=Makin mean, Causal=true, Evaluation Protocol=Held-out sessions2026.050.715
REALMDirectionality=Causal, Modality=LFP only, Params=4.9M, Summary=Makin mean2026.050.715
LSTMSession=20170124_01, Causal=true, Evaluation Protocol=Held-out sessions2026.050.714
BiLSTMSession=Makin mean2026.050.712
REALM-biSession=20160630_01, Variant=RI2026.050.711
BiLSTMSession=20160630_012026.050.698
REALM-SDirectionality=Causal, Modality=LFP only, Params=2.1M, Summary=Makin mean2026.050.697
BiLSTMSession=20161005_06, Parameters=5M2026.050.696
BiLSTMSession=Makin mean, Parameters=5M2026.050.692
LSTM-5MSession=20160622_01, Causal=true, Evaluation Protocol=Held-out sessions2026.050.689
BiLSTMSession=20160622_01, Parameters=5M2026.050.688
LSTM-5MSession=20161005_06, Causal=true, Evaluation Protocol=Held-out sessions2026.050.682
REALM-biSession=Makin mean, Variant=PT2026.050.681
REALM PTSession=Makin mean, Causal=true, Evaluation Protocol=Held-out sessions2026.050.681
BiLSTMSession=20160622_012026.050.679
BiLSTMSession=20170124_012026.050.67
LSTM-5MSession=Makin mean, Causal=true, Evaluation Protocol=Held-out sessions2026.050.666
REALM-biSession=20160622_01, Variant=RI2026.050.645
LSTMSession=20161005_06, Causal=true, Evaluation Protocol=Held-out sessions2026.050.643
LSTMSession=20160622_01, Causal=true, Evaluation Protocol=Held-out sessions2026.050.639
REALM RISession=20170124_01, Causal=true, Evaluation Protocol=Held-out sessions2026.050.633
REALM RISession=20160622_01, Causal=true, Evaluation Protocol=Held-out sessions2026.050.632
LSTMSession=Makin mean, Causal=true, Evaluation Protocol=Held-out sessions2026.050.629
LSTM-5MSession=20160630_01, Causal=true, Evaluation Protocol=Held-out sessions2026.050.627
REALM-biSession=20161005_06, Variant=PT2026.050.618
REALM PTSession=20161005_06, Causal=true, Evaluation Protocol=Held-out sessions2026.050.618
REALMSession=20160630_01, Causal=true, Evaluation Protocol=Held-out sessions2026.050.607
REALM-biSession=20170124_01, Variant=RI2026.050.604
LSTMSession=20160630_01, Causal=true, Evaluation Protocol=Held-out sessions2026.050.589
LSTM-5MSession=20160915_01, Causal=true, Evaluation Protocol=Held-out sessions2026.050.587
REALM-biSession=Makin mean, Variant=RI2026.050.576
BiLSTMSession=20160915_01, Parameters=5M2026.050.563
REALM-biSession=20160915_01, Variant=PT2026.050.562
REALM PTSession=20160915_01, Causal=true, Evaluation Protocol=Held-out sessions2026.050.562
LSTMSession=20160915_01, Causal=true, Evaluation Protocol=Held-out sessions2026.050.561
REALM RISession=Makin mean, Causal=true, Evaluation Protocol=Held-out sessions2026.050.557
WienerSession=20160630_012026.050.555
REALM RISession=20160630_01, Causal=true, Evaluation Protocol=Held-out sessions2026.050.553
REALM RISession=20161005_06, Causal=true, Evaluation Protocol=Held-out sessions2026.050.541
REALM-biSession=20161005_06, Variant=RI2026.050.506
WienerSession=20161005_062026.050.495
WienerSession=20161005_06, Causal=true, Evaluation Protocol=Held-out sessions2026.050.46
WienerSession=20160630_01, Causal=true, Evaluation Protocol=Held-out sessions2026.050.456
Linear SSMSession=20160630_012026.050.452
REALM RISession=20160915_01, Causal=true, Evaluation Protocol=Held-out sessions2026.050.427
WienerSession=Makin mean2026.050.426
REALM-biSession=20160915_01, Variant=RI2026.050.415
WienerSession=20170124_012026.050.406
Linear SSMSession=20160630_01, Causal=true, Evaluation Protocol=Held-out sessions2026.050.382
WienerSession=Makin mean, Causal=true, Evaluation Protocol=Held-out sessions2026.050.375
WienerSession=20160915_012026.050.371
WienerSession=20170124_01, Causal=true, Evaluation Protocol=Held-out sessions2026.050.361
Linear SSMSession=20161005_062026.050.356
WienerSession=20160915_01, Causal=true, Evaluation Protocol=Held-out sessions2026.050.329
Linear SSMSession=20161005_06, Causal=true, Evaluation Protocol=Held-out sessions2026.050.329
WienerSession=20160622_012026.050.302
Linear SSMSession=Makin mean2026.050.272
WienerSession=20160622_01, Causal=true, Evaluation Protocol=Held-out sessions2026.050.27
Linear SSMSession=20170124_012026.050.243
Linear SSMSession=Makin mean, Causal=true, Evaluation Protocol=Held-out sessions2026.050.24
Linear SSMSession=20170124_01, Causal=true, Evaluation Protocol=Held-out sessions2026.050.215
Linear SSMSession=20160915_012026.050.172
Linear SSMSession=20160915_01, Causal=true, Evaluation Protocol=Held-out sessions2026.050.148
Linear SSMSession=20160622_012026.050.138
Linear SSMSession=20160622_01, Causal=true, Evaluation Protocol=Held-out sessions2026.050.128