notesum.ai
Published at December 9DEEPER: Dense Electroencephalography Passage Retrieval
cs.IR
Released Date: December 9, 2024
Authors: Niall McGuire1, Yashar Moshfeghi1
Aff.: 1University of Strathclyde

| Query Modality | Retriever | Precision@1 | Precision@5 | Precision@10 | MRR |
| Noise | DEEPER(ours) | .0007 (±.0002) | .0037 (±.0008) | .0066 (±.0012) | .0056 (±.0011) |
| EEG | E2T+BM25 | .0007 (±.0002) | .0032 (±.0007) | .0064 (±.0013) | .0051 (±.0010) |
| E2T+ColBERT | .0007 (±.0002) | .0034 (±.0008) | .0062 (±.0012) | .0053 (±.0011) | |
| DEEPER(ours) | missing.0047* (±.0009) | missing.0161* (±.0025) | missing.0366* (±.0042) | missing.0206 (±.0031) | |
| Text | BM25 | .0128* (±.0221) | .0538* (±.0264) | .0825* (±.0289) | .0531* (±.0268) |
| ColBERT | .0361* (±.0341) | .0834* (±.0392) | .1027* (±.0415) | .0784* (±.0387) |