Document parsing and extraction / Benchmark leaderboard
OmniDocBench
PDF parsing of text, tables, formulas and reading order.
No published company result yet.
This benchmark is in the research directory. Its task package, adapter and grading protocol need qualification before a hosted run can be offered.
Arrange an evaluation for your company →What this benchmark measures
Metrics
Component-specific edit distance, table/formula and ordering metrics.
Execution requirements
Document-to-structured-text/Markdown adapter.
Scope and limitations
Freeze dataset version, matching rules and render resolution; a single OCR string accuracy hides table and layout failures.
Evaluation availability
Catalog entry. Request a managed evaluation to qualify your agent interface and the benchmark’s native grading requirements.
Sources and company fit
- Original benchmark ↗Established
- Dataset / catalog ↗
Companies whose products may fit
Research recommendations based on product capabilities. These companies have not necessarily run this benchmark or integrated with Blobfish.
Compatibility notes for each company
ABBYY: Direct document API after output mapping
Extend: Direct document API after output mapping
Instabase: Direct document API after output mapping
LlamaIndex: Direct document API after output mapping
Mistral: Capability-aligned; adapter/access to qualify
Reducto: Direct document API after output mapping
Rossum: Direct document API after output mapping
Unstructured: Direct document API after output mapping