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Christoph Auer
629a451d7b
* Misc fixes Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Make DatasetRecord tolerant to old parquet files Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Make DatasetRecord tolerant to old parquet files (2) Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Fix docvqa test, more cleanup Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Important fixes for layout mAP computation Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Adding modes for missing_prediction_strategy and label_filtering_strategy Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Fixes for mismatched docs Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Add F1 no_picture metrics to layout evaluator Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Fixed commands on all READMEs Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Remove extract_images ambiguity, use utility and fix errors on visualizer Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Upgrade to latest docling_core Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Fix ocrmac dep, upgrade uv.lock Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Fix for tableformer provider Signed-off-by: Christoph Auer <cau@zurich.ibm.com> * Remove code redundancy Signed-off-by: Christoph Auer <cau@zurich.ibm.com> --------- Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
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FinTabNet Benchmarks
Create FinTabNet evaluation datasets. This downloads from Huggingface the FinTabNet_OTSL dataset) and runs the evaluations for tableformer using the first 1000 samples.
# Make the ground-truth
docling-eval create-gt --benchmark FinTabNet --output-dir ./benchmarks/FinTabNet/
# Make predictions for tables.
docling-eval create-eval \
--benchmark FinTabNet \
--output-dir ./benchmarks/FinTabNet/ \
--end-index 1000 \
--prediction-provider TableFormer # use tableformer predictions only
Tableformer Evaluation
Create the evaluation report:
docling-eval evaluate \
--modality table_structure \
--benchmark FinTabNet \
--output-dir ./benchmarks/FinTabNet/
Visualize the report:
docling-eval visualize \
--modality table_structure \
--benchmark FinTabNet \
--output-dir ./benchmarks/FinTabNet/
