Cross-Sensory EEG Training for Brain Passage Retrieval

Data Scarcity Analysis | McGuire et al., arXiv:2601.14001

0.346
Combined MRR (N=200)
0.299
Visual-Only MRR (N=200)
+4.7%
MRR Gain
50/50
Optimal Mix Ratio
95%
Subjects Benefiting

MRR vs Training Set Size

Mixing Ratio Analysis

Transfer Learning Effectiveness

Per-Subject Improvement (N=200)