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README.md
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@@ -23,16 +23,16 @@ Benchmark results for [DocLD](https://docld.com) table extraction on the
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| Metric | Value |
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|--------|-------|
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| **Mean Accuracy** |
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| **Median** |
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| **P25 / P75** |
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| **Min / Max** |
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| **Scored Samples** |
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| **Total Samples** |
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## Methodology
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- **Dataset**: [FinTabNet_OTSL](https://huggingface.co/datasets/docling-project/FinTabNet_OTSL) —
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- **Extraction**: DocLD agentic table extraction (VLM-based, gpt-5-mini)
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- **Scoring**: Needleman-Wunsch hierarchical alignment (same as [RD-TableBench](https://github.com/reductoai/rd-tablebench))
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- **Output**: HTML tables with rowspan/colspan for merged cells
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| Provider | FinTabNet Accuracy |
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|----------|-------------------|
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| **DocLD** | **
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| GTE (IBM) | ~78% |
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| TATR (Microsoft) | ~65% |
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| Metric | Value |
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|--------|-------|
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| **Mean Accuracy** | 82.2% |
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| **Median** | 82.3% |
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| **P25 / P75** | 72.2% / 96.8% |
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| **Min / Max** | 41.4% / 100.0% |
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| **Scored Samples** | 451 |
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| **Total Samples** | 1000 |
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## Methodology
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- **Dataset**: [FinTabNet_OTSL](https://huggingface.co/datasets/docling-project/FinTabNet_OTSL) — 1000 samples from the test split
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- **Extraction**: DocLD agentic table extraction (VLM-based, gpt-5-mini)
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- **Scoring**: Needleman-Wunsch hierarchical alignment (same as [RD-TableBench](https://github.com/reductoai/rd-tablebench))
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- **Output**: HTML tables with rowspan/colspan for merged cells
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| Provider | FinTabNet Accuracy |
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|----------|-------------------|
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| **DocLD** | **82.2%** |
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| GTE (IBM) | ~78% |
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| TATR (Microsoft) | ~65% |
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