OCR and document
Table Transformer
Microsoft DETR models for detecting tables and recognising their structure, trained on PubTables-1M.
Levelmodel
ClassOCR and document
Parameters28.82M
Contextnot in the notes
Released30 Sep 2021
Opennessopen weights permissive
Runs onnot in the notes
Statusactive
Industry Use Cases
Public Sector
Document and archive processingR&D Topics
Identity
- Developer
- Microsoft AI
- Family
- not in the notes
- Released
- 30 Sep 2021 sourcesannouncement page
- Weights published
- 14 Oct 2022
- Record checked
- 12 Oct 2026
Where this comes from
Developer and dates from the research notes. Release date is the vendor's public announcement; weights date is when open weights were published.
Architecture and Size
- Architecture
- dense transformer
- Total parameters
- 28.82M sources
- Active parameters
- –
- Checkpoint parameters
- –
- Note
- Table detection and table structure recognition (v1.0 and v1.1).
- Context length
- not in the notes
- Input
- image
- Output
- text
Where this comes from
Parameter counts as the developer states them. Where the checkpoint holds a different total, both are shown (register A16).
Openness and Access
- Openness
- open weights permissive
- Licence
- MIT License sources
- Access routes
- open weights download, cloud marketplace
Where this comes from
The licence file governs over registry tags and aggregator labels.
Deployment
- Runs on
- not in the notes
- Footprint
- not in the notes
- Runtimes
- not in the notes
Where this comes from
Deployment tiers and runtimes as named in the notes. Footprint is the notes' figure, not a measurement by AURION.
Indonesia
- Indonesian support
- not stated
- Regional languages
- not in the notes
- Jakarta hosting
- unknown
- Languages
- not in the notes
Where this comes from
Indonesia fields are carried on every model; unknown is an allowed value.
Benchmark Results
The notes record no benchmark result for this model.
Lineage
The notes record no lineage for this model.
Links
DeveloperMicrosoft AIbig tech, USA
Microsoft AIbig tech, USAModelTable TransformerMicrosoft AI, OCR and document
Table TransformerMicrosoft AI, OCR and documentWho Runs It
Komisi Pemilihan Umum (KPU)In production, 4 Mar 2024Deployments of these use cases; none names this model.
Komisi Pemilihan Umum (KPU)In production, 4 Mar 2024Deployments of these use cases; none names this model.Use cases 1
Organisations 1
Sources
- arxiv.org/abs/2110.00061 https://arxiv.org/abs/2110.00061
- huggingface.co/microsoft/table-transformer-detection https://huggingface.co/microsoft/table-transformer-detection
- jumpstart-cache-prod-us-west-2.s3.us-west-2.amazonaws.com/models_manifest.json https://jumpstart-cache-prod-us-west-2.s3.us-west-2.amazonaws.com/models_manifest.json
- huggingface.co/api/models?pipeline_tag=object-detection&sort... https://huggingface.co/api/models?pipeline_tag=object-detection&sort=downloads&limit=50
- huggingface.co/microsoft/table-transformer-structure-recogni... https://huggingface.co/microsoft/table-transformer-structure-recognition
- modelscope.cn/models/AI-ModelScope/table-transformer-struct... https://www.modelscope.cn/models/AI-ModelScope/table-transformer-structure-recognition-v1.1-all
To cite this page: Project AURION, AI Use-Cases Research & Innovation, "Table Transformer", https://aurion.semai.id/models/microsoft-table-transformer/, records of October 2026.