metadata
title: Embedding Compression Eval
emoji: 📊
colorFrom: indigo
colorTo: purple
sdk: static
app_file: index.html
pinned: false
Embedding Compression Eval Explorer
Interactive NanoBEIR evaluation dashboard for embedding compression experiments
(binarization, MRL truncation, INT8/INT4, PQ, TurboQuant) on BAAI/bge-base-en-v1.5.
The page is fully client-side: index.html embeds the aggregate metrics and lazily
fetches per-subset / per-metric shards from significance_shards/ and per_query_shards/.
Tabs: model comparison, size-vs-performance, full metrics table, per-query browser, pairwise significance (Wilcoxon / paired t-test with normality diagnostics), metric@K trend, and training trajectory.