Neural signal decoding on Neuroprobe iEEG benchmark leaderboard · SOTA2 Research

Neural signal decoding on Neuroprobe iEEG

0.676Overall AUROCDIVER Tiny/I/0.1s

Evaluation Results

Method	Links
DIVER Tiny/I/0.1s2025.12		0.676	0.93	0.896	0.717	0.809	0.589	0.791	0.628	0.628	0.622	0.624	0.642	0.62	0.614	0.502	0.523
DIVER Tiny/I/0.1s2025.12		0.662	0.924	0.9	0.699	0.812	0.563	0.777	0.623	0.617	0.613	0.597	0.638	0.587	0.586	0.492	0.509
Linear Laplacian STFT2025.12		0.66	0.891	0.883	0.717	0.762	0.578	0.74	0.612	0.613	0.602	0.605	0.618	0.625	0.607	0.521	0.53
BrainBERT2025.12		0.586	0.757	0.611	0.583	0.706	0.524	0.685	0.584	0.58	0.585	0.556	0.571	0.521	0.525	0.508	0.503
PopT2025.12		0.545	0.689	0.677	0.576	0.628	0.509	0.519	0.509	0.523	0.519	0.513	0.505	0.509	0.508	0.499	0.492