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Meta-eval: (4/7) Register ranking metrics as the meta-eval scoring adapter - #104

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ErlisLushtaku wants to merge 2 commits into
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Meta-eval: (4/7) Register ranking metrics as the meta-eval scoring adapter#104
ErlisLushtaku wants to merge 2 commits into
meta-eval/03-swap-orientationfrom
meta-eval/04-ranking

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@ErlisLushtaku ErlisLushtaku commented Aug 15, 2026

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Packaged meta-eval split from closed PR #76. Meta-eval does not use the unified do_inference cache, and the cache stack (#94-#100) does not wire it up either: caching will be added to meta-eval once those PRs are merged.

Adds Bradley-Terry Spearman and Elo MAE, plus English vs multilingual splits, as the packaged ranking scoring adapter. Language splits drop human ties by default. Ranking fits use one forward-order row per sampled battle.

This is stacked on #103.

The packaged task now declares scoring.adapter: ranking. That scorer
fits Bradley-Terry on the forward-order rows and reports Spearman
correlation and Elo MAE, split into English vs multilingual, matching
the reference language table. Human ties are dropped from those splits
by default; --meta_eval.include_human_ties keeps them.
@ErlisLushtaku ErlisLushtaku changed the title WIP: (4/7) Register ranking metrics as the meta-eval scoring adapter Meta-eval: (4/7) Register ranking metrics as the meta-eval scoring adapter Aug 17, 2026
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ErlisLushtaku marked this pull request as ready for review August 17, 2026 09:21
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