Task 239 — Document Layout Role Visualization

DocLayNet core 1.0.0 · Workflow 3.5 Gate C · Nancy · 2026-08-10
FULL PASSOWNER PASSEVALUATOR PASS

Task contract. Keep one complete document page static in Input while Target cumulatively reveals only the official DocLayNet bounding boxes and semantic role labels. The fixed role schedule is a visualization order, not inferred document reading order.

1,200audited Final samples
4,800four-file objects
12Gate C review pairs
READYlifecycle

Current lifecycle status. Gate B v0.3.0 passed both human checkpoints and PR #479 merged. Full audit, canonical Final publication, 12-sample independent reproduction, Gate C Validation publication, and hosted-byte verification all PASS. Gate C Owner and MJXWANG Evaluator PASS are bound to exact head fa3d49c7; promotion PR #525 merged into dev as 1623213e. Task 239 is now READY · MERGED.

Input → target preview

Accepted Gate B continuity preview. Input remains the unchanged page. Target begins clean and cumulatively adds official boxes and role labels in the fixed task-level role order. The current Gate C page below reviews 12 exact-Final pairs.

1. Financial report — table-heavy layout

Task_239_document_layout_role_visualization_000000600 · 17 annotations · 4 roles · 84 frames · 12 FPS
INPUT: unchanged complete page
TARGET: cumulative Table, Section-header, List-item, and Text overlays

2. Government tender — header/footer coverage

Task_239_document_layout_role_visualization_000001147 · 31 annotations · 5 roles · 96 frames · 12 FPS
INPUT: unchanged complete page
TARGET: cumulative body, header, and footer role overlays

3. Laws and regulations — dense small-box coverage

Task_239_document_layout_role_visualization_000000585 · 42 annotations · 3 roles · 72 frames · 12 FPS
INPUT: unchanged complete page
TARGET: cumulative Section-header, List-item, and Page-footer overlays

These six embedded videos preserve accepted Gate B continuity examples. Open the immutable 12-pair exact-Final Gate C review.

Identity and provenance

DatasetDocLayNet core 1.0.0
Official sourceDocLayNet repository and publisher-hosted DocLayNet_core.zip
Published scale80,863 pages: 69,375 train, 6,489 validation, and 4,999 test
Admitted scope1,200 unique annotated train pages selected by deterministic category-aware round-robin
Current Raws3://tv2v-data/raw/taxonomy/Task_239_document_layout_role_visualization_data-pipeline/
Canonical Finals3://tv2v-data/final/taxonomy/Task_239_document_layout_role_visualization/; inventory a921c58f…9ea7
LicenseCDLA-Permissive-1.0 recorded by the publisher

Measured archive inspection

Official core archive30,012,083,650 bytes; ETag 52242220284e12538949c5b06eb2777c-448; 81,478 ZIP members; HTTP Range support PASS
Validation annotation memberCOCO/val.json, 59,467,367 bytes, CRC32 f7074b06, SHA-256 eacd2ba2…
Frozen train manifest1,200 records; SHA-256 25cded58d80bed1d36db4a190e48ee12cab03ea8ec7e381b950b77bc8b587ce5; non-null S3 VersionId
Raw inventory1,203 objects total; 1,200 PNG pages plus frozen manifest, selection report, and inventory
Category censusfinancial reports 201; government tenders 199; laws/regulations, manuals, patents, and scientific articles 200 each

Paper, authors, and citation

PaperDocLayNet: A Large Human-Annotated Dataset for Document-Layout Analysis
AuthorsBirgit Pfitzmann et al.
AttributionCite the DocLayNet paper and retain the publisher's CDLA-Permissive-1.0 notice with internal and derived artifacts.

Raw location, acquisition, and contamination

Source format1025×1025 RGB PNG pages plus COCO JSON bounding-box annotations for 11 document roles
Canonical Raws3://tv2v-data/raw/taxonomy/Task_239_document_layout_role_visualization_data-pipeline/
Fresh acquisition?Yes; publisher-hosted core archive identity verified before exact page extraction
Known modificationsPages retain complete visual content. Raw stores canonical reduced annotations, exact page and annotation SHA-256 identities, provenance, and deterministic ordinals.
PrivacyPages originate from public documents and can contain names or organizational identifiers. Public review excludes obvious signatures and direct personal contact information; Gate C public-review preflight passed 12/12.

Native formats and annotation semantics

Native itemFormatMeaning
Page1025×1025 RGB PNGComplete document page and task input content
Layout annotationCOCO [x,y,width,height] bbox + category IDOfficial geometry and one of 11 semantic roles
ProvenanceCollection, document name, page number, category, image IDStable upstream page identity; not an inferred reading order
DocLayNet core 1.0.0
├── PNG/<page_hash>.png       → complete page
└── COCO/train.json
    ├── images[image_id]       → page identity and provenance
    └── annotations[image_id]  → official bbox + role only

V2V conversion

OutputConstruction
input_video.mp4Static 1024×1024 deterministic area-resize of the complete page for the full clip.
target_video.mp4Same unchanged page, 12-frame clean hold, then cumulative 12-frame role stages and a 24-frame complete hold.
prompt.txtRequests official layout-role boxes and labels, explicitly forbidding reading-order inference and unannotated regions.
metadata.jsonMetadata 1.2 with exact versioned Raw source, page/annotation hashes, provenance, role facts, media identity, fingerprint, and producing commit.

Quality gates

Pipeline → final four-file contract

publisher core archive → bind HTTP/ZIP identity → exact train PNG + COCO pair
→ deterministic category-aware selection → versioned Raw page and annotation hashes
→ 1024×1024 static Input → cumulative fixed-order official-role Target
→ H.264/yuv420p fast-start pair → prompt.txt + Metadata 1.2 metadata.json
→ four-file, semantic, privacy, decode, reproducibility, S3, and HTTP checks
→ audited Full + conditional publication: final/taxonomy/Task_239_document_layout_role_visualization/

Completeness and source verification

CheckResult
Official source/paper/licenseVerified
Archive and annotation identityHTTP identity, ZIP census, CRC32, SHA-256, and real-page decode recorded
Frozen Raw identity1,200 unique train pages; exact manifest, inventory, and VersionIds bound
Production Final1,200 samples / 4,800 objects / 488,293,204 bytes; Full audit and exact-VersionID readback PASS
Gate C review12 exact-Final pairs across all six categories, all eight Gate B continuity samples, beginning/end ordinals, seven-role/Footnote, dense-layout, and boundary-clipped-box risks
Workflow 3.5 machine checksPASS; evidence dde29624…3416, 25/25 hosted resources verified
Human reviewOwner and MJXWANG Evaluator PASS at exact head fa3d49c7; PR #525 merged as 1623213e