HULA
ActiveHosted by Parker Jones Neural Processing Lab

LibriBrain Word Classification

Decode which of 50 words a listener heard — from non-invasive MEG brain recordings.

Prize
£3,000
Participants
27
Teams
15
Ends in
 
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Standings

Leaderboard

Ranked by BalAcc@10 on the public split (higher is better). Ties are broken by BalAcc@1, then the earliest submission.

CSV JSON

This is a sandbox with synthetic data — scores here are for demonstration only.

The private leaderboard is hidden by the hosts. Final standings may differ from the public board.

RankTeamBalAcc@10↑BalAcc@1EntriesLast
1
Sensor Fusion
0.56190.16087
2
Dipole Moment
0.52810.15047
3
Phase Lockers
0.52400.12796
4
Zero-Shot Zealots
0.46200.09867
5
MEG-a-Byte
0.43690.07924
6
Top-10 or Bust
0.43010.11646
7
Spectral Sisters
0.40380.08094
8
Cortical Columnists
0.39730.067811
9
Gamma Ray Readers
0.37610.07626
10
Signal & Noise
0.35720.07505
ChanceBaseline0.20000.0200

10 teams · late and hidden submissions are not ranked · dashed rows are reference baselines.

Best BalAcc@10 over time0.2839 → 0.5619
2 Oct 20265 Nov 2026