Specialist modelLimited access
Falcon-OCR-Arabic
Technology Innovation Institute
- Released
- October 6, 2026
- Data date
- October 7, 2026
- Model class
Falcon-OCR-Arabic reads Arabic text from images and documents, returning structured content such as tables, formulas, and section information. The 270-million-parameter specialist is available through a public TII web demo. For spoken language, TII offers Falcon-ASR.
Specifications and access
| Specification | Value and source |
|---|---|
| Model class | Arabic OCR and document understandingSource |
| Input modalities | Images and documentsSource |
| Output modalities | Arabic text and structured content, including tables, formulas, and document sectionsSource |
| Access | Public TII OCR web demo; this does not establish weight or API accessSource |
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Measurements without matching peer values
These measurements have no matching peer values under the same test conditions. Their original values and sources remain available here.
TII internal Arabic OCR evaluation, overall text accuracy (Show measurement, test conditions, and source)
- Source value
- 81.9
- Score
- 81.9
- Metric
- Arabic text accuracy
- Unit
- %
- Category
- Arabic document OCR
- Direction
- Higher is better
- Sample
- 11974
- Source type
- vendor-reported
- Evaluator
- Technology Innovation Institute Falcon OCR overview
- Status
- active
- Retrieved at
- 2026-10-07
- Methodology
- Vendor-reported result. Falcon-OCR-Arabic 270M checkpoint; TII's internal Arabic document evaluation across 12 categories.
- Context
- The 12 published category sample counts sum to 11,108, while TII reports 11,974 overall. The page does not explain the 866-sample difference.
TII internal Arabic OCR evaluation, Book (Show measurement, test conditions, and source)
- Source value
- 90.1
- Score
- 90.1
- Metric
- Arabic text accuracy
- Unit
- %
- Category
- Arabic OCR: Book
- Direction
- Higher is better
- Sample
- 4296
- Source type
- vendor-reported
- Evaluator
- Technology Innovation Institute Falcon OCR overview
- Status
- active
- Retrieved at
- 2026-10-07
- Methodology
- Vendor-reported result. Falcon-OCR-Arabic 270M checkpoint; TII internal Arabic OCR evaluation, Book category; publisher-reported sample n=4296.
- Context
- TII does not publish category-specific transcription normalization or image-resolution settings on this page.
TII internal Arabic OCR evaluation, Graphic (Show measurement, test conditions, and source)
- Source value
- 80.6
- Score
- 80.6
- Metric
- Arabic text accuracy
- Unit
- %
- Category
- Arabic OCR: Graphic
- Direction
- Higher is better
- Sample
- 2202
- Source type
- vendor-reported
- Evaluator
- Technology Innovation Institute Falcon OCR overview
- Status
- active
- Retrieved at
- 2026-10-07
- Methodology
- Vendor-reported result. Falcon-OCR-Arabic 270M checkpoint; TII internal Arabic OCR evaluation, Graphic category; publisher-reported sample n=2202.
- Context
- TII does not publish category-specific transcription normalization or image-resolution settings on this page.
TII internal Arabic OCR evaluation, Official document (Show measurement, test conditions, and source)
- Source value
- 84.2
- Score
- 84.2
- Metric
- Arabic text accuracy
- Unit
- %
- Category
- Arabic OCR: Official document
- Direction
- Higher is better
- Sample
- 1332
- Source type
- vendor-reported
- Evaluator
- Technology Innovation Institute Falcon OCR overview
- Status
- active
- Retrieved at
- 2026-10-07
- Methodology
- Vendor-reported result. Falcon-OCR-Arabic 270M checkpoint; TII internal Arabic OCR evaluation, Official document category; publisher-reported sample n=1332.
- Context
- TII does not publish category-specific transcription normalization or image-resolution settings on this page.
TII internal Arabic OCR evaluation, Handwritten text (Show measurement, test conditions, and source)
- Source value
- 78
- Score
- 78
- Metric
- Arabic text accuracy
- Unit
- %
- Category
- Arabic OCR: Handwritten text
- Direction
- Higher is better
- Sample
- 947
- Source type
- vendor-reported
- Evaluator
- Technology Innovation Institute Falcon OCR overview
- Status
- active
- Retrieved at
- 2026-10-07
- Methodology
- Vendor-reported result. Falcon-OCR-Arabic 270M checkpoint; TII internal Arabic OCR evaluation, Handwritten text category; publisher-reported sample n=947.
- Context
- TII does not publish category-specific transcription normalization or image-resolution settings on this page.
TII internal Arabic OCR evaluation, Administrative form (Show measurement, test conditions, and source)
- Source value
- 75.5
- Score
- 75.5
- Metric
- Arabic text accuracy
- Unit
- %
- Category
- Arabic OCR: Administrative form
- Direction
- Higher is better
- Sample
- 572
- Source type
- vendor-reported
- Evaluator
- Technology Innovation Institute Falcon OCR overview
- Status
- active
- Retrieved at
- 2026-10-07
- Methodology
- Vendor-reported result. Falcon-OCR-Arabic 270M checkpoint; TII internal Arabic OCR evaluation, Administrative form category; publisher-reported sample n=572.
- Context
- TII does not publish category-specific transcription normalization or image-resolution settings on this page.
TII internal Arabic OCR evaluation, Magazine (Show measurement, test conditions, and source)
- Source value
- 66.9
- Score
- 66.9
- Metric
- Arabic text accuracy
- Unit
- %
- Category
- Arabic OCR: Magazine
- Direction
- Higher is better
- Sample
- 430
- Source type
- vendor-reported
- Evaluator
- Technology Innovation Institute Falcon OCR overview
- Status
- active
- Retrieved at
- 2026-10-07
- Methodology
- Vendor-reported result. Falcon-OCR-Arabic 270M checkpoint; TII internal Arabic OCR evaluation, Magazine category; publisher-reported sample n=430.
- Context
- TII does not publish category-specific transcription normalization or image-resolution settings on this page.
TII internal Arabic OCR evaluation, Newspaper (Show measurement, test conditions, and source)
- Source value
- 55.1
- Score
- 55.1
- Metric
- Arabic text accuracy
- Unit
- %
- Category
- Arabic OCR: Newspaper
- Direction
- Higher is better
- Sample
- 325
- Source type
- vendor-reported
- Evaluator
- Technology Innovation Institute Falcon OCR overview
- Status
- active
- Retrieved at
- 2026-10-07
- Methodology
- Vendor-reported result. Falcon-OCR-Arabic 270M checkpoint; TII internal Arabic OCR evaluation, Newspaper category; publisher-reported sample n=325.
- Context
- TII does not publish category-specific transcription normalization or image-resolution settings on this page.
TII internal Arabic OCR evaluation, Comics (Show measurement, test conditions, and source)
- Source value
- 68.9
- Score
- 68.9
- Metric
- Arabic text accuracy
- Unit
- %
- Category
- Arabic OCR: Comics
- Direction
- Higher is better
- Sample
- 257
- Source type
- vendor-reported
- Evaluator
- Technology Innovation Institute Falcon OCR overview
- Status
- active
- Retrieved at
- 2026-10-07
- Methodology
- Vendor-reported result. Falcon-OCR-Arabic 270M checkpoint; TII internal Arabic OCR evaluation, Comics category; publisher-reported sample n=257.
- Context
- TII does not publish category-specific transcription normalization or image-resolution settings on this page.
TII internal Arabic OCR evaluation, Receipt (Show measurement, test conditions, and source)
- Source value
- 71.6
- Score
- 71.6
- Metric
- Arabic text accuracy
- Unit
- %
- Category
- Arabic OCR: Receipt
- Direction
- Higher is better
- Sample
- 246
- Source type
- vendor-reported
- Evaluator
- Technology Innovation Institute Falcon OCR overview
- Status
- active
- Retrieved at
- 2026-10-07
- Methodology
- Vendor-reported result. Falcon-OCR-Arabic 270M checkpoint; TII internal Arabic OCR evaluation, Receipt category; publisher-reported sample n=246.
- Context
- TII does not publish category-specific transcription normalization or image-resolution settings on this page.
TII internal Arabic OCR evaluation, Label (Show measurement, test conditions, and source)
- Source value
- 64.9
- Score
- 64.9
- Metric
- Arabic text accuracy
- Unit
- %
- Category
- Arabic OCR: Label
- Direction
- Higher is better
- Sample
- 196
- Source type
- vendor-reported
- Evaluator
- Technology Innovation Institute Falcon OCR overview
- Status
- active
- Retrieved at
- 2026-10-07
- Methodology
- Vendor-reported result. Falcon-OCR-Arabic 270M checkpoint; TII internal Arabic OCR evaluation, Label category; publisher-reported sample n=196.
- Context
- TII does not publish category-specific transcription normalization or image-resolution settings on this page.
TII internal Arabic OCR evaluation, Business card (Show measurement, test conditions, and source)
- Source value
- 81.8
- Score
- 81.8
- Metric
- Arabic text accuracy
- Unit
- %
- Category
- Arabic OCR: Business card
- Direction
- Higher is better
- Sample
- 183
- Source type
- vendor-reported
- Evaluator
- Technology Innovation Institute Falcon OCR overview
- Status
- active
- Retrieved at
- 2026-10-07
- Methodology
- Vendor-reported result. Falcon-OCR-Arabic 270M checkpoint; TII internal Arabic OCR evaluation, Business card category; publisher-reported sample n=183.
- Context
- TII does not publish category-specific transcription normalization or image-resolution settings on this page.
Page 1 of 3
Sources and data date
| Type | Evidence and data date |
|---|---|
| Research status | Research date October 7, 2026. 1 source URLs checked. This documents the inspected sources, not an exhaustive inventory of every publication. |
| Unresolved | reconciliation of total versus category sample counts Original wording The 12 category sample counts published on TII's page sum to 11,108, but its overall evaluation statement reports 11,974 samples. No explanation of the difference is given. |
| Additional source | TII Falcon model launch (retrieved October 7, 2026) · TII Falcon model launch · Editorial description reviewed October 7, 2026 |
| Additional source | Falcon-ASR and Falcon-OCR-Arabic overview (retrieved October 7, 2026) · Falcon-ASR and Falcon-OCR-Arabic overview · Editorial description reviewed October 7, 2026 |
| Additional source | Falcon Arabic OCR demo (retrieved October 7, 2026) |