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Run the declared held-out test evaluation of the CRF and the run-3 DeBERTa - #61

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eval/test-v0.1
Nov 15, 2026
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professor3333 merged 1 commit into
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Declared release evaluation (owner, 2026-11-15): "Final held-out evaluation of v0.1.0 (CRF) and the run-3 DeBERTa candidate; no hand labels will come." Run once; all 10 scoring runs are appended to docs/test-access-log.md.

  • Frozen systems: rules-2, CRF crf-batches-01-02 (v0.1.0), DeBERTa run 3 (downloaded from model-deberta-3-run3, SHA-256 checked). Before scoring, each system's predictions on the 88 non-test pilot documents were confirmed identical to its committed dev predictions.
  • scripts/experiments/test_evaluation.sh "<reason>"; results and per-class support in reports/test-evaluation/.
Test, 146 model-drafted records (agreement) Typed F1 Span precision Span recall False-prereq Reversed
rules-2 0.048 0.101 0.053 0.646 0.043
CRF (default) 0.193 [0.154, 0.238] 0.263 0.219 0.482 0.037
DeBERTa run 3 0.154 [0.125, 0.186] 0.114 0.393 0.650 0.005

DeBERTa − CRF typed F1 −0.039 [−0.080, −0.000] (clear, only just). 4 hand-labelled test records: no clear difference; release gates not judgeable (no target changed). README, model card, dataset card, evaluation doc, targets changelog and annotations README updated.

…BERTa

Declared by the owner on 2026-11-15: "Final held-out evaluation of v0.1.0 (CRF) and the run-3 DeBERTa candidate; no hand labels will come." The frozen systems (rules-2, crf-batches-01-02 from v0.1.0, the run-3 DeBERTa from model-deberta-3-run3) were scored once on the locked test split; every run is in docs/test-access-log.md.

On the 146 model-drafted test records (agreement, not accuracy) the CRF leads: typed F1 0.193 against 0.154 for DeBERTa (paired -0.039 [-0.080, -0.000], clear only just) and 0.048 for rules. The CRF is clearly more precise and invents clearly fewer prerequisites; DeBERTa has clearly higher recall and fewer reversed meanings. On the 4 hand-labelled test records no difference is clear, so the release gates cannot be judged; no target changed.
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professor3333 merged commit 297b93d into main Nov 15, 2026
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professor3333 deleted the eval/test-v0.1 branch November 15, 2026 03:04
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