fix(tag-eval): stop re-suggesting already-rejected items #140

2026-06-28T01:10:21-04:00

bvandeusen commented

2026-06-28 01:10:21 -04:00

"head would suggest" drew from the whole negative pool including already-rejected images, so a rejected hard-negative (e.g. an orc under "goblin") kept resurfacing as a fresh suggestion every run. Exclude rejected ids from the suggest list. (4fd8790)

🤖 Generated with Claude Code

"head would suggest" drew from the whole negative pool including already-rejected images, so a rejected hard-negative (e.g. an orc under "goblin") kept resurfacing as a fresh suggestion every run. Exclude rejected ids from the suggest list. (`4fd8790`) 🤖 Generated with [Claude Code](https://claude.com/claude-code)

bvandeusen added 1 commit 2026-06-28 01:10:21 -04:00

fix(tag-eval): don't re-suggest already-rejected items every run

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4fd8790c85

"head would suggest" drew from the whole negative pool, which INCLUDES the
images the operator rejected. A rejected near-miss (e.g. an orc under "goblin")
is a hard negative that still scores high, so it kept resurfacing as a fresh
suggestion every run (operator-flagged: "same items keep appearing"). Exclude
already-rejected ids from the suggest list — once you've said no, it's gone.
(head doubts = lowest-scoring positives is unchanged; genuinely-hard true
positives legitimately recur there.)

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

bvandeusen merged commit 862ace69d6 into main

2026-06-28 01:10:26 -04:00

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Reference: bvandeusen/FabledCurator#140