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extend form-field-understanding row with v2 (detect & extract)
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README.md
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| **Document classification** (open-vocabulary, zero-shot): classify a page against labels you choose at runtime | [document-classification-v1](https://huggingface.co/nutrientdocs/document-classification-v1) (Apache-2.0, ONNX) | [document-classification-v2](https://huggingface.co/nutrientdocs/document-classification-v2) | [document-classification-benchmark](https://huggingface.co/datasets/nutrientdocs/document-classification-benchmark) | [document-classification-leaderboard](https://huggingface.co/spaces/nutrientdocs/document-classification-leaderboard) | [document-classification-demo](https://huggingface.co/spaces/nutrientdocs/document-classification-demo) |
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| **Document and figure image classification** (open-vocabulary): documents, charts, signatures, screenshots | | [doc-img-classification](https://huggingface.co/nutrientdocs/doc-img-classification) | [doc-openvocab-benchmark](https://huggingface.co/datasets/nutrientdocs/doc-openvocab-benchmark) (CC-BY-SA-4.0) | [doc-openvocab-leaderboard](https://huggingface.co/spaces/nutrientdocs/doc-openvocab-leaderboard) | [doc-openvocab-demo](https://huggingface.co/spaces/nutrientdocs/doc-openvocab-demo) |
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| **Form field detection**: locate every field on a page image with its bounding box, type (text / choice / signature), and filled-vs-empty state — on empty, filled, and handwritten forms | [form-field-v1-nano](https://huggingface.co/nutrientdocs/form-field-v1-nano) (Apache-2.0, ONNX) | [form-field-v1-small](https://huggingface.co/nutrientdocs/form-field-v1-small) · [form-field-v1-medium](https://huggingface.co/nutrientdocs/form-field-v1-medium) | [form-field-v1-benchmark](https://huggingface.co/datasets/nutrientdocs/form-field-v1-benchmark) (CC-BY-4.0) | [form-field-v1-leaderboard](https://huggingface.co/spaces/nutrientdocs/form-field-v1-leaderboard) | [form-field-v1-demo](https://huggingface.co/spaces/nutrientdocs/form-field-v1-demo) |
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| **Form field understanding**: add the text label
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| **PII detection and redaction**: context-aware redaction on full documents | | | [DocPII-redaction-benchmark](https://huggingface.co/datasets/nutrientdocs/DocPII-redaction-benchmark) (MIT) | [LLM-PII-Detection-Leaderboard](https://huggingface.co/spaces/nutrientdocs/LLM-PII-Detection-Leaderboard) | |
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Every leaderboard is scored by the same open scorer we use ourselves. Current numbers, including the cases where a cloud model beats us, live on the leaderboards, not in this README. To add a model, run the scorer and open a pull request on the leaderboard space.
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| **Document classification** (open-vocabulary, zero-shot): classify a page against labels you choose at runtime | [document-classification-v1](https://huggingface.co/nutrientdocs/document-classification-v1) (Apache-2.0, ONNX) | [document-classification-v2](https://huggingface.co/nutrientdocs/document-classification-v2) | [document-classification-benchmark](https://huggingface.co/datasets/nutrientdocs/document-classification-benchmark) | [document-classification-leaderboard](https://huggingface.co/spaces/nutrientdocs/document-classification-leaderboard) | [document-classification-demo](https://huggingface.co/spaces/nutrientdocs/document-classification-demo) |
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| **Document and figure image classification** (open-vocabulary): documents, charts, signatures, screenshots | | [doc-img-classification](https://huggingface.co/nutrientdocs/doc-img-classification) | [doc-openvocab-benchmark](https://huggingface.co/datasets/nutrientdocs/doc-openvocab-benchmark) (CC-BY-SA-4.0) | [doc-openvocab-leaderboard](https://huggingface.co/spaces/nutrientdocs/doc-openvocab-leaderboard) | [doc-openvocab-demo](https://huggingface.co/spaces/nutrientdocs/doc-openvocab-demo) |
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| **Form field detection**: locate every field on a page image with its bounding box, type (text / choice / signature), and filled-vs-empty state — on empty, filled, and handwritten forms | [form-field-v1-nano](https://huggingface.co/nutrientdocs/form-field-v1-nano) (Apache-2.0, ONNX) | [form-field-v1-small](https://huggingface.co/nutrientdocs/form-field-v1-small) · [form-field-v1-medium](https://huggingface.co/nutrientdocs/form-field-v1-medium) | [form-field-v1-benchmark](https://huggingface.co/datasets/nutrientdocs/form-field-v1-benchmark) (CC-BY-4.0) | [form-field-v1-leaderboard](https://huggingface.co/spaces/nutrientdocs/form-field-v1-leaderboard) | [form-field-v1-demo](https://huggingface.co/spaces/nutrientdocs/form-field-v1-demo) |
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| **Form field understanding**: add the text label, radio-group identity, and — with v2 — the entered value and description for each detected field, on empty, filled, and handwritten forms | | [form-field-vlm](https://huggingface.co/nutrientdocs/form-field-vlm) · [form-field-vlm-v2](https://huggingface.co/nutrientdocs/form-field-vlm-v2) | [form-field-vlm-benchmark](https://huggingface.co/datasets/nutrientdocs/form-field-vlm-benchmark) (CC-BY-4.0) · [form-field-vlm-v2-benchmark](https://huggingface.co/datasets/nutrientdocs/form-field-vlm-v2-benchmark) (CC-BY-4.0) | [form-field-vlm-leaderboard](https://huggingface.co/spaces/nutrientdocs/form-field-vlm-leaderboard) · [form-field-vlm-v2-leaderboard](https://huggingface.co/spaces/nutrientdocs/form-field-vlm-v2-leaderboard) | [form-field-vlm-demo](https://huggingface.co/spaces/nutrientdocs/form-field-vlm-demo) · [form-field-vlm-v2-demo](https://huggingface.co/spaces/nutrientdocs/form-field-vlm-v2-demo) |
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| **PII detection and redaction**: context-aware redaction on full documents | | | [DocPII-redaction-benchmark](https://huggingface.co/datasets/nutrientdocs/DocPII-redaction-benchmark) (MIT) | [LLM-PII-Detection-Leaderboard](https://huggingface.co/spaces/nutrientdocs/LLM-PII-Detection-Leaderboard) | |
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Every leaderboard is scored by the same open scorer we use ourselves. Current numbers, including the cases where a cloud model beats us, live on the leaderboards, not in this README. To add a model, run the scorer and open a pull request on the leaderboard space.
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