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

Fix dataset IDs to match actual HuggingFace repo names

Add HF eval-results benchmark registry and API endpoint

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