Files
ely-eye/bench/reports/BASELINE.md
T
ZacharyZhang-NY a4953335e7 Join the product's source ids to the benchmark's before scoring
The merged database names a source by content hash (`11089_4f2a...`) while the
frozen sets name the same file by its corpus id, so every arm scored 0.000 until
load_atoms joined atoms through sources.path. It now returns corpus ids and
refuses an atom it cannot trace to a corpus file.

Also fixes found by running the harness:
- merge rebuilt atom_fts from the deduped atoms table; two attempts on one file
  left 288,266 fts rows for 165,973 atoms.
- merge accepts the two honest reasons a corpus file has no product source
  (500 byte-identical LongMemEval sessions collapse under content hashing, and
  12 photos that ONNX Runtime cannot decode) and reports them.
- --arms used action=extend against a non-empty default, so naming two arms ran
  seven.
- the dense cache is keyed by the atom set, so a scale-curve subset cannot be
  scored with full-corpus vectors.
- write_markdown crashed on a run that covered only some modalities.
2026-10-06 16:49:11 -04:00

1.1 KiB

BASELINE: what the product retrieves today

  • generated 2026-10-06T20:42:42+00:00 at commit fc0698c242
  • corpus 50278 sources, 10 queries (8 answerable)
  • models: dense sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2, rerank BAAI/bge-reranker-base
arm recall@1 recall@5 recall@10 nDCG@10 MRR hit@10 (95% lower) p50 s p95 s
chance (random ranking) 0.000 0.000 0.000 - - - - -
bm25_only 0.625 0.875 1.000 0.788 0.725 1.000 (0.676) 0.881 1.207

recall@10 by modality

arm pdf
bm25_only 1.000

unanswerable queries (44.8% of the suite)

  • bm25_only: abstains on 0% of unanswerable queries, and puts a wrong-holder source on top for 100% of them

reading

  • recall counts a source as found only when it is the source a third party marked correct.
  • abstention is the only honest number for unanswerable queries: a retriever that always returns ten results never says it does not know.
  • chance is the floor any of these arms must beat; a number near chance is not a capability.