change: paper results win on conflict (official results immutable)

feat: merge real (paper) results with new community results

fix: results mapping returns [] when a run produced no results

feat: run the eval worker inside the Space (CPU, isolated venv)

feat: complete the eval engine — real worker + OEB-aware queue reader

fix: treat a missing/empty eval queue as empty, not an error

fix: self-bootstrap the private eval queue dataset on submit

feat: OpenEEGBench submission flow (arena runs the eval)

Fill model metadata in sample_results, drop unused fields

Fix TUEV category: event classification, not pathology detection

Align internal dataset IDs with HF dataset IDs

Align benchmark display names with paper

Fix broken braindecode logo URL

Sync frontend dataset URL map with benchmark registry

Align benchmark registry with results JSON

Add results from paper

Update main page title

Make it clear that the results are fake (#3)

Fix adapter method links not clickable by using MUI Link component

Link adapter method column to HuggingFace PEFT documentation

Fix dataset IDs to match actual HuggingFace repo names

Add HF eval-results benchmark registry and API endpoint

Update frontend/public/index.html

Add APA citations above BibTeX in About page

Remove Citations nav tab and route

Fix OOM build: load Plotly from CDN instead of npm bundle

Link dataset column headers to HF dataset pages

Link architecture column to braindecode documentation

Fix chart Y-axis: show architecture names and use automargin

Add MOABB-style chart visualization to leaderboard

Fix title

Add citation section to About page and widen Type column

Add braindecode logo side-by-side and remove adapter emojis

Fix SVG style attributes for React and add float32 to precision filter

Fix server 500 error and replace HF logos with eegdash branding

Align frontend and backend with adapter_finetuning paper

Migrate from Gradio to React + FastAPI architecture

Update publications/README.md

Create publications/README.md

initial commit

Duplicate from gradio-templates/leaderboard