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+ ---
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+ license: cc-by-nc-4.0
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+ task_categories:
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+ - image-to-text
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+ - visual-question-answering
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+ language:
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+ - en
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+ tags:
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+ - medical
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+ - dental
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+ - vision-language
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+ - intraoral
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+ size_categories:
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+ - 1K<n<10K
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+ ---
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+
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+ # DentBench-VL (extended)
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+
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+ Persona-conditioned dental Vision-Language dataset for intraoral photographs.
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+ 2,105 records across 15 canonical dental classes, six structured fields per
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+ record (diagnosis, severity, findings, recommendation, explanation, rationale).
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+
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+ ## Sources
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+
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+ | Source | Records |
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+ |---|---|
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+ | dentbench_v1_single_clinic | 1,280 |
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+ | dentbench_v1_single_clinic_legacy | 175 |
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+ | external_dental_research | 650 |
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+
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+ ## Splits
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+
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+ | Split | N |
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+ |---|---|
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+ | train | 1,755 |
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+ | valid | 148 |
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+ | test | 202 |
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+
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+ ## Files
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+
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+ - `complete_annotations_clean_extended.json` — final merged corpus (2,105 records)
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+ - `manual_annotations.jsonl` — 650 external records with full
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+ Writer-Editor-Diagnoser provenance (annotation, blind diagnoser audit,
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+ resolution decision)
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+
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+ ## Annotation pipeline
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+
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+ External images annotated through a Writer-Editor-Diagnoser pipeline:
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+ Writer drafts the six-field annotation conditioned on the source label,
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+ Editor enforces per-style length budgets, blind Diagnoser independently
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+ re-diagnoses from the image alone. Disagreements resolved through a
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+ confidence-based rule (308 of 326 disagreements resulted in a Diagnoser
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+ override, replacing source-dataset labels).
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+
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+ ## Citation
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+
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+ DentForge: Persona-Conditioned Dental Vision-Language Reporting,
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+ BMVC 2026 (under review).