{"id":28722357,"url":"https://github.com/docling-project/docling-eval","last_synced_at":"2025-06-15T08:09:11.474Z","repository":{"id":279762553,"uuid":"902885893","full_name":"docling-project/docling-eval","owner":"docling-project","description":"Evaluation framework for document processing models and services.","archived":false,"fork":false,"pushed_at":"2025-06-11T15:48:27.000Z","size":22672,"stargazers_count":19,"open_issues_count":13,"forks_count":6,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-06-11T16:11:35.331Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/docling-project.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2024-12-13T13:23:19.000Z","updated_at":"2025-06-11T15:48:31.000Z","dependencies_parsed_at":"2025-05-27T08:35:13.007Z","dependency_job_id":null,"html_url":"https://github.com/docling-project/docling-eval","commit_stats":null,"previous_names":["ds4sd/docling-eval","docling-project/docling-eval"],"tags_count":4,"template":false,"template_full_name":null,"purl":"pkg:github/docling-project/docling-eval","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/docling-project%2Fdocling-eval","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/docling-project%2Fdocling-eval/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/docling-project%2Fdocling-eval/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/docling-project%2Fdocling-eval/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/docling-project","download_url":"https://codeload.github.com/docling-project/docling-eval/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/docling-project%2Fdocling-eval/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":259942797,"owners_count":22935330,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2025-06-15T08:09:02.303Z","updated_at":"2025-06-15T08:09:11.465Z","avatar_url":"https://github.com/docling-project.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003cp align=\"center\"\u003e\n  \u003ca href=\"https://github.com/docling-project/docling-eval\"\u003e\n    \u003cimg loading=\"lazy\" alt=\"Docling\" src=\"docs/assets/docling-eval-pic.png\" width=\"40%\"/\u003e\n  \u003c/a\u003e\n\u003c/p\u003e\n\n# Docling-eval\n\n\n[![arXiv](https://img.shields.io/badge/arXiv-2408.09869-b31b1b.svg)](https://arxiv.org/abs/2408.09869)\n[![PyPI version](https://img.shields.io/pypi/v/docling-eval)](https://pypi.org/project/docling-eval/)\n[![PyPI - Python Version](https://img.shields.io/pypi/pyversions/docling-eval)](https://pypi.org/project/docling-eval/)\n[![uv](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/astral-sh/uv/main/assets/badge/v0.json)](https://github.com/astral-sh/uv)\n[![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)\n[![Imports: isort](https://img.shields.io/badge/%20imports-isort-%231674b1?style=flat\u0026labelColor=ef8336)](https://pycqa.github.io/isort/)\n[![Pydantic v2](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/pydantic/pydantic/main/docs/badge/v2.json)](https://pydantic.dev)\n[![pre-commit](https://img.shields.io/badge/pre--commit-enabled-brightgreen?logo=pre-commit\u0026logoColor=white)](https://github.com/pre-commit/pre-commit)\n[![License MIT](https://img.shields.io/github/license/docling-project/docling-eval)](https://opensource.org/licenses/MIT)\n\nEvaluate [Docling](https://github.com/docling-project/docling) on various datasets.\n\n## Features\n\nEvaluate docling on various datasets. You can use the cli\n\n```shell\nterminal %\u003e docling-eval --help\n                                                                                                                                                                                                                                                \n Usage: docling_eval [OPTIONS] COMMAND [ARGS]...                                                                                                                                                                                                \n                                                                                                                                                                                                                                                \n Docling Evaluation CLI for benchmarking document processing tasks.                                                                                                                                                                             \n                                                                                                                                                                                                                                                \n╭─ Options ────────────────────────────────────────────────────────────────────────────╮\n│ --help          Show this message and exit.                                          │\n╰──────────────────────────────────────────────────────────────────────────────────────╯\n╭─ Commands ───────────────────────────────────────────────────────────────────────────╮\n│ create        Create both ground truth and evaluation datasets in one step.          │\n│ create-eval   Create evaluation dataset from existing ground truth.                  │\n│ create-gt     Create ground truth dataset only.                                      │\n│ evaluate      Evaluate predictions against ground truth.                             │\n│ visualize     Visualize evaluation results.                                          │\n╰──────────────────────────────────────────────────────────────────────────────────────╯\n\n\n```\n\n## Benchmarks\n\n- General\n    - [DP-Bench benchmarks](docs/DP-Bench_benchmarks.md): Text, layout, reading order and table structure evaluation on the DP-Bench dataset.\n    - [OmniDocBench benchmarks](docs/OmniDocBench_benchmarks.md): Text, layout, reading order and table structure evaluation on the OmniDocBench dataset.\n- Layout\n    - [DocLayNetV1 Benchmarks](docs/DocLayNetv1_benchmarks.md): Text and layout evaluation on the DocLayNet v1.2 dataset.\n- Table-Structure\n    - [FinTabnet Benchmarks](docs/FinTabNet_benchmarks.md): Table structure evaluation on the FinTabNet dataset.\n    - [PubTabNet benchmarks](docs/PubTabNet_benchmarks.md): Table structure evaluation on the PubTabNet dataset.\n    - [Pub1M benchmarks](docs/P1M_benchmarks.md): Table structure evaluation on the Pub1M dataset.\n\nOn our list for next benchmarks:\n\n- [OmniOCR](getomni-ai/ocr-benchmark)\n- Hyperscalers\n- [CoMix](https://github.com/emanuelevivoli/CoMix/tree/main/docs/datasets)\n- [DocVQA](https://huggingface.co/datasets/lmms-lab/DocVQA)\n- [rd-tablebench](https://huggingface.co/datasets/reducto/rd-tablebench)\n- [BigDocs-Bench](https://huggingface.co/datasets/ServiceNow/BigDocs-Bench)\n  \n## Contributing\n\nPlease read [Contributing to Docling](https://github.com/docling-project/docling/blob/main/CONTRIBUTING.md) for details.\n\n\n## License\n\nThe Docling codebase is under MIT license.\nFor individual model usage, please refer to the model licenses found in the original packages.\n\n\n## IBM ❤️ Open Source AI\n\nDocling-eval has been brought to you by IBM.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdocling-project%2Fdocling-eval","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdocling-project%2Fdocling-eval","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdocling-project%2Fdocling-eval/lists"}