FAILURE MAP
← Case archive

FA-99518 / Vector retrieval ranking / Member archive

Vector retrieval: MMR repeatedly selects the top relevance score · case 03

MMR repeatedly selects the top relevance score.

Member previewVariant 3 · 3 implementations · 6 checks per implementation

Case contract

Rows [id,relevance,{other_id: similarity}]; choose max relevance - lambda*maximum similarity to selected IDs iteratively.

Why this case matters

An offline vector retrieval toy model isolates one ranking contract from embedding generation, storage, and serving.

One recorded failure

Sample boundary fixture

This sample comes from the broken implementation of a controlled reproducer.

Boundary fixtureActualExpectedOutcome
penalty changes second["a", "b"]["a", "c"]Failed

MEMBER ARCHIVE

The complete case is available to members.

This record includes three runnable implementations, regression fixtures, execution results, and source hashes.

Member access is invitation-based. Sign in with your invited account to inspect the sources.

Sign in to the archive ↗