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Add README for Docling-DPBench (#60)

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Signed-off-by: Christoph Auer <cau@zurich.ibm.com>
This commit is contained in:
Christoph Auer
2025-04-07 14:50:14 +02:00
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parent ea8c41f1b2
commit ddf40241a9
26 changed files with 17733 additions and 4 deletions
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docling_eval/cli/main.py
+1 -1
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@@ -257,7 +257,7 @@ def get_prediction_provider(
elif provider_type == PredictionProviderType.TABLEFORMER:
return TableFormerPredictionProvider(
do_visualization=True,
do_visualization=False,
ignore_missing_predictions=True,
)
docling_eval/datamodels/dataset_record.py
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@@ -36,7 +36,7 @@ class DatasetRecord(
alias="GroundTruthPictures", default=[]
)
mime_type: str = Field(default="")
mime_type: str = Field(default="application/pdf")
modalities: List[EvaluationModality] = Field(default=[])
model_config = ConfigDict(arbitrary_types_allowed=True, populate_by_name=True)
docs/DP-Bench_benchmarks.md
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@@ -12,14 +12,14 @@ docling_eval create-gt --benchmark DPBench --output-dir ./benchmarks/DPBench-gt/
docling_eval create-eval \
--modality end-to-end \
--benchmark DPBench \
--gt-dir ./benchmarks/DPBench-gt/ \
--gt-dir ./benchmarks/DPBench-gt/gt_dataset/ \
--output-dir ./benchmarks/DPBench-e2e/ \
--prediction-provider docling # use full-document predictions from docling
docling_eval create-eval \
--modality table_structure \
--benchmark DPBench \
--gt-dir ./benchmarks/DPBench-gt/ \
--gt-dir ./benchmarks/DPBench-gt/gt_dataset/ \
--output-dir ./benchmarks/DPBench-tables/ \
--prediction-provider tableformer # use tableformer predictions only
```
docs/Docling-DP-Bench_benchmarks.md
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@@ -0,0 +1,159 @@
# Docling-DP-Bench Benchmarks
[Docling-DP-Bench on HuggingFace](https://huggingface.co/datasets/ds4sd/docling-dpbench)
Docling-DP-Bench is a re-annotated version of the original `upstage/dpbench` dataset with Docling-native labels.
Create Docling-DPBench evaluation datasets:
```sh
# Download the GT straight from HuggingFace
huggingface-cli download --repo-type dataset --local-dir ./benchmarks/Docling-DPBench-gt/gt_dataset ds4sd/docling-dpbench
# Make predictions for different modalities.
docling_eval create-eval \
--modality end-to-end \
--benchmark DPBench \
--gt-dir ./benchmarks/Docling-DPBench-gt/gt_dataset/ \
--output-dir ./benchmarks/Docling-DPBench-e2e/ \
--prediction-provider docling # use full-document predictions from docling
docling_eval create-eval \
--modality table_structure \
--benchmark DPBench \
--gt-dir ./benchmarks/Docling-DPBench-gt/gt_dataset/ \
--output-dir ./benchmarks/Docling-DPBench-tables/ \
--prediction-provider tableformer # use tableformer predictions only
```
## Layout Evaluation
Create the evaluation report:
```sh
docling_eval evaluate \
--modality layout \
--benchmark DPBench \
--output-dir ./benchmarks/Docling-DPBench-e2e/
```
[Layout evaluation json](evaluations/Docling-DPBench/evaluation_DPBench_layout.json)
Visualize the report:
```sh
docling_eval visualize \
--modality layout \
--benchmark DPBench \
--output-dir ./benchmarks/Docling-DPBench-e2e/
```
[mAP[0.5:0.95] report](evaluations/Docling-DPBench/evaluation_DPBench_layout_mAP_0.5_0.95.txt)
![mAP[0.5:0.95] plot](evaluations/Docling-DPBench/evaluation_DPBench_layout_mAP_0.5_0.95.png)
## TableFormer Evaluation
Create the evaluation report:
```sh
docling_eval evaluate \
--modality table_structure \
--benchmark DPBench \
--output-dir ./benchmarks/Docling-DPBench-tables/
```
Visualize the report:
[Tableformer evaluation json](evaluations/Docling-DPBench/evaluation_DPBench_tableformer.json)
Visualize the report:
```sh
docling_eval visualize \
--modality table_structure \
--benchmark DPBench \
--output-dir ./benchmarks/Docling-DPBench-tables/
```
![TEDS plot](evaluations/Docling-DPBench/evaluation_DPBench_tableformer-delta_row_col.png)
![TEDS struct only plot](evaluations/Docling-DPBench/evaluation_DPBench_table_structure_TEDS_struct-only.png)
[TEDS struct only report](evaluations/Docling-DPBench/evaluation_DPBench_table_structure_TEDS_struct-only.txt)
![TEDS struct with text plot](evaluations/Docling-DPBench/evaluation_DPBench_table_structure_TEDS_struct-with-text.png)
[TEDS struct with text report](evaluations/Docling-DPBench/evaluation_DPBench_table_structure_TEDS_struct-with-text.txt)
## Reading order Evaluation
Create the evaluation report:
```sh
docling_eval evaluate \
--modality reading_order \
--benchmark DPBench \
--output-dir ./benchmarks/Docling-DPBench-e2e/
```
[Reading order json](evaluations/Docling-DPBench/evaluation_DPBench_reading_order.json)
Visualize the report:
```sh
docling_eval visualize \
--modality reading_order \
--benchmark DPBench \
--output-dir ./benchmarks/Docling-DPBench-e2e/
```
![ARD plot](evaluations/Docling-DPBench/evaluation_DPBench_reading_order_ARD_norm.png)
[ARD report](evaluations/Docling-DPBench/evaluation_DPBench_reading_order_ARD_norm.txt)
![Weighted ARD plot](evaluations/Docling-DPBench/evaluation_DPBench_reading_order_weighted_ARD.png)
[Weighted ARD report](evaluations/Docling-DPBench/evaluation_DPBench_reading_order_weighted_ARD.txt)
## Markdown text Evaluation
Create the evaluation report:
```sh
docling_eval evaluate \
--modality markdown_text \
--benchmark DPBench \
--output-dir ./benchmarks/Docling-DPBench-e2e/
```
[Markdown text json](evaluations/Docling-DPBench/evaluation_DPBench_markdown_text.json)
Visualize the report:
```sh
docling_eval visualize \
--modality markdown_text \
--benchmark DPBench \
--output-dir ./benchmarks/Docling-DPBench-e2e/
```
[Markdown text report](evaluations/Docling-DPBench/evaluation_DPBench_markdown_text.txt)
![BLEU plot](evaluations/Docling-DPBench/evaluation_DPBench_markdown_text_BLEU.png)
![Edit distance plot](evaluations/Docling-DPBench/evaluation_DPBench_markdown_text_edit_distance.png)
![F1 plot](evaluations/Docling-DPBench/evaluation_DPBench_markdown_text_F1.png)
![Meteor plot](evaluations/Docling-DPBench/evaluation_DPBench_markdown_text_meteor.png)
![Precision plot](evaluations/Docling-DPBench/evaluation_DPBench_markdown_text_precision.png)
![Recall plot](evaluations/Docling-DPBench/evaluation_DPBench_markdown_text_recall.png)
docs/evaluations/Docling-DPBench/evaluation_DPBench_layout.json
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docs/evaluations/Docling-DPBench/evaluation_DPBench_layout_mAP_0.5_0.95.txt
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DPBench layout mAP_0.5_0.95: mean=0.70 median=0.67 std=0.21
| mAP_0.5_0.95 | prob [%] | acc [%] | 1-acc [%] | total |
|----------------|------------|-----------|-------------|---------|
| (0.000, 0.050] | 0 | 0 | 100 | 0 |
| (0.050, 0.100] | 0 | 0 | 100 | 0 |
| (0.100, 0.150] | 0 | 0 | 100 | 0 |
| (0.150, 0.200] | 0.5 | 0 | 100 | 1 |
| (0.200, 0.250] | 0 | 0.5 | 99.5 | 0 |
| (0.250, 0.300] | 0.5 | 0.5 | 99.5 | 1 |
| (0.300, 0.350] | 2.5 | 1 | 99 | 5 |
| (0.350, 0.400] | 1.5 | 3.5 | 96.5 | 3 |
| (0.400, 0.450] | 6.5 | 5 | 95 | 13 |
| (0.450, 0.500] | 4.5 | 11.5 | 88.5 | 9 |
| (0.500, 0.550] | 11.5 | 16 | 84 | 23 |
| (0.550, 0.600] | 7 | 27.5 | 72.5 | 14 |
| (0.600, 0.650] | 9 | 34.5 | 65.5 | 18 |
| (0.650, 0.700] | 10 | 43.5 | 56.5 | 20 |
| (0.700, 0.750] | 4 | 53.5 | 46.5 | 8 |
| (0.750, 0.800] | 7 | 57.5 | 42.5 | 14 |
| (0.800, 0.850] | 5.5 | 64.5 | 35.5 | 11 |
| (0.850, 0.900] | 7 | 70 | 30 | 14 |
| (0.900, 0.950] | 4 | 77 | 23 | 8 |
| (0.950, 1.000] | 19 | 81 | 19 | 38 |
AP[0.5:0.05:0.95] per class (reported as %):
| label | Class mAP[0.5:0.95] |
|----------------|-----------------------|
| document_index | 100 |
| picture | 92.58 |
| table | 90.55 |
| text | 68.87 |
| list_item | 52.87 |
| formula | 51.32 |
| section_header | 47.21 |
| footnote | 37.72 |
| caption | 14.43 |
Total mAP[0.5:0.05:0.95] (reported as %): 61.73
docs/evaluations/Docling-DPBench/evaluation_DPBench_markdown_text.json
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docs/evaluations/Docling-DPBench/evaluation_DPBench_markdown_text.txt
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DPBench size: 200
DPBench markdown_text BLEU: mean=0.92 median=0.96 std=0.13
| BLEU | prob [%] | acc [%] | 1-acc [%] | total |
|----------------|------------|-----------|-------------|---------|
| (0.000, 0.050] | 0.5 | 0 | 100 | 1 |
| (0.050, 0.100] | 0 | 0.5 | 99.5 | 0 |
| (0.100, 0.150] | 0 | 0.5 | 99.5 | 0 |
| (0.150, 0.200] | 0.5 | 0.5 | 99.5 | 1 |
| (0.200, 0.250] | 0 | 1 | 99 | 0 |
| (0.250, 0.300] | 0 | 1 | 99 | 0 |
| (0.300, 0.350] | 0 | 1 | 99 | 0 |
| (0.350, 0.400] | 0 | 1 | 99 | 0 |
| (0.400, 0.450] | 0.5 | 1 | 99 | 1 |
| (0.450, 0.500] | 0.5 | 1.5 | 98.5 | 1 |
| (0.500, 0.550] | 0.5 | 2 | 98 | 1 |
| (0.550, 0.600] | 0.5 | 2.5 | 97.5 | 1 |
| (0.600, 0.650] | 0.5 | 3 | 97 | 1 |
| (0.650, 0.700] | 2 | 3.5 | 96.5 | 4 |
| (0.700, 0.750] | 0.5 | 5.5 | 94.5 | 1 |
| (0.750, 0.800] | 3 | 6 | 94 | 6 |
| (0.800, 0.850] | 3.5 | 9 | 91 | 7 |
| (0.850, 0.900] | 11 | 12.5 | 87.5 | 22 |
| (0.900, 0.950] | 21.5 | 23.5 | 76.5 | 43 |
| (0.950, 1.000] | 55 | 45 | 55 | 110 |
DPBench markdown_text F1: mean=0.97 median=0.99 std=0.03
| F1 | prob [%] | acc [%] | 1-acc [%] | total |
|----------------|------------|-----------|-------------|---------|
| (0.000, 0.050] | 0 | 0 | 100 | 0 |
| (0.050, 0.100] | 0 | 0 | 100 | 0 |
| (0.100, 0.150] | 0 | 0 | 100 | 0 |
| (0.150, 0.200] | 0 | 0 | 100 | 0 |
| (0.200, 0.250] | 0 | 0 | 100 | 0 |
| (0.250, 0.300] | 0 | 0 | 100 | 0 |
| (0.300, 0.350] | 0 | 0 | 100 | 0 |
| (0.350, 0.400] | 0 | 0 | 100 | 0 |
| (0.400, 0.450] | 0 | 0 | 100 | 0 |
| (0.450, 0.500] | 0 | 0 | 100 | 0 |
| (0.500, 0.550] | 0 | 0 | 100 | 0 |
| (0.550, 0.600] | 0 | 0 | 100 | 0 |
| (0.600, 0.650] | 0 | 0 | 100 | 0 |
| (0.650, 0.700] | 0 | 0 | 100 | 0 |
| (0.700, 0.750] | 0 | 0 | 100 | 0 |
| (0.750, 0.800] | 0.5 | 0 | 100 | 1 |
| (0.800, 0.850] | 0.5 | 0.5 | 99.5 | 1 |
| (0.850, 0.900] | 1 | 1 | 99 | 2 |
| (0.900, 0.950] | 19 | 2 | 98 | 38 |
| (0.950, 1.000] | 79 | 21 | 79 | 158 |
DPBench markdown_text precision: mean=0.97 median=0.99 std=0.04
| precision | prob [%] | acc [%] | 1-acc [%] | total |
|----------------|------------|-----------|-------------|---------|
| (0.000, 0.050] | 0 | 0 | 100 | 0 |
| (0.050, 0.100] | 0 | 0 | 100 | 0 |
| (0.100, 0.150] | 0 | 0 | 100 | 0 |
| (0.150, 0.200] | 0 | 0 | 100 | 0 |
| (0.200, 0.250] | 0 | 0 | 100 | 0 |
| (0.250, 0.300] | 0 | 0 | 100 | 0 |
| (0.300, 0.350] | 0 | 0 | 100 | 0 |
| (0.350, 0.400] | 0 | 0 | 100 | 0 |
| (0.400, 0.450] | 0 | 0 | 100 | 0 |
| (0.450, 0.500] | 0 | 0 | 100 | 0 |
| (0.500, 0.550] | 0 | 0 | 100 | 0 |
| (0.550, 0.600] | 0 | 0 | 100 | 0 |
| (0.600, 0.650] | 0.5 | 0 | 100 | 1 |
| (0.650, 0.700] | 0 | 0.5 | 99.5 | 0 |
| (0.700, 0.750] | 0.5 | 0.5 | 99.5 | 1 |
| (0.750, 0.800] | 0 | 1 | 99 | 0 |
| (0.800, 0.850] | 1 | 1 | 99 | 2 |
| (0.850, 0.900] | 2 | 2 | 98 | 4 |
| (0.900, 0.950] | 7.5 | 4 | 96 | 15 |
| (0.950, 1.000] | 88.5 | 11.5 | 88.5 | 177 |
DPBench markdown_text recall: mean=0.98 median=0.99 std=0.04
| recall | prob [%] | acc [%] | 1-acc [%] | total |
|----------------|------------|-----------|-------------|---------|
| (0.000, 0.050] | 0 | 0 | 100 | 0 |
| (0.050, 0.100] | 0 | 0 | 100 | 0 |
| (0.100, 0.150] | 0 | 0 | 100 | 0 |
| (0.150, 0.200] | 0 | 0 | 100 | 0 |
| (0.200, 0.250] | 0 | 0 | 100 | 0 |
| (0.250, 0.300] | 0 | 0 | 100 | 0 |
| (0.300, 0.350] | 0 | 0 | 100 | 0 |
| (0.350, 0.400] | 0 | 0 | 100 | 0 |
| (0.400, 0.450] | 0 | 0 | 100 | 0 |
| (0.450, 0.500] | 0 | 0 | 100 | 0 |
| (0.500, 0.550] | 0 | 0 | 100 | 0 |
| (0.550, 0.600] | 0 | 0 | 100 | 0 |
| (0.600, 0.650] | 0 | 0 | 100 | 0 |
| (0.650, 0.700] | 0 | 0 | 100 | 0 |
| (0.700, 0.750] | 0 | 0 | 100 | 0 |
| (0.750, 0.800] | 0 | 0 | 100 | 0 |
| (0.800, 0.850] | 0 | 0 | 100 | 0 |
| (0.850, 0.900] | 5.5 | 0 | 100 | 11 |
| (0.900, 0.950] | 13 | 5.5 | 94.5 | 26 |
| (0.950, 1.000] | 81.5 | 18.5 | 81.5 | 163 |
DPBench markdown_text edit_distance: mean=0.07 median=0.03 std=0.10
| edit_distance | prob [%] | acc [%] | 1-acc [%] | total |
|-----------------|------------|-----------|-------------|---------|
| (0.000, 0.050] | 62.5 | 0 | 100 | 125 |
| (0.050, 0.100] | 15 | 62.5 | 37.5 | 30 |
| (0.100, 0.150] | 8.5 | 77.5 | 22.5 | 17 |
| (0.150, 0.200] | 2.5 | 86 | 14 | 5 |
| (0.200, 0.250] | 4 | 88.5 | 11.5 | 8 |
| (0.250, 0.300] | 2 | 92.5 | 7.5 | 4 |
| (0.300, 0.350] | 1.5 | 94.5 | 5.5 | 3 |
| (0.350, 0.400] | 1 | 96 | 4 | 2 |
| (0.400, 0.450] | 1 | 97 | 3 | 2 |
| (0.450, 0.500] | 2 | 98 | 2 | 4 |
| (0.500, 0.550] | 0 | 100 | 0 | 0 |
| (0.550, 0.600] | 0 | 100 | 0 | 0 |
| (0.600, 0.650] | 0 | 100 | 0 | 0 |
| (0.650, 0.700] | 0 | 100 | 0 | 0 |
| (0.700, 0.750] | 0 | 100 | 0 | 0 |
| (0.750, 0.800] | 0 | 100 | 0 | 0 |
| (0.800, 0.850] | 0 | 100 | 0 | 0 |
| (0.850, 0.900] | 0 | 100 | 0 | 0 |
| (0.900, 0.950] | 0 | 100 | 0 | 0 |
| (0.950, 1.000] | 0 | 100 | 0 | 0 |
DPBench markdown_text meteor: mean=0.97 median=0.99 std=0.06
| meteor | prob [%] | acc [%] | 1-acc [%] | total |
|----------------|------------|-----------|-------------|---------|
| (0.000, 0.050] | 0 | 0 | 100 | 0 |
| (0.050, 0.100] | 0 | 0 | 100 | 0 |
| (0.100, 0.150] | 0 | 0 | 100 | 0 |
| (0.150, 0.200] | 0 | 0 | 100 | 0 |
| (0.200, 0.250] | 0 | 0 | 100 | 0 |
| (0.250, 0.300] | 0 | 0 | 100 | 0 |
| (0.300, 0.350] | 0 | 0 | 100 | 0 |
| (0.350, 0.400] | 0 | 0 | 100 | 0 |
| (0.400, 0.450] | 0 | 0 | 100 | 0 |
| (0.450, 0.500] | 0 | 0 | 100 | 0 |
| (0.500, 0.550] | 0 | 0 | 100 | 0 |
| (0.550, 0.600] | 0.5 | 0 | 100 | 1 |
| (0.600, 0.650] | 0 | 0.5 | 99.5 | 0 |
| (0.650, 0.700] | 0.5 | 0.5 | 99.5 | 1 |
| (0.700, 0.750] | 1 | 1 | 99 | 2 |
| (0.750, 0.800] | 0 | 2 | 98 | 0 |
| (0.800, 0.850] | 1.5 | 2 | 98 | 3 |
| (0.850, 0.900] | 5.5 | 3.5 | 96.5 | 11 |
| (0.900, 0.950] | 9 | 9 | 91 | 18 |
| (0.950, 1.000] | 82 | 18 | 82 | 164 |
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DPBench reading_order ARD_norm: mean=0.98 median=1.00 std=0.04
| ARD_norm | prob [%] | acc [%] | 1-acc [%] | total |
|----------------|------------|-----------|-------------|---------|
| (0.000, 0.050] | 0 | 0 | 100 | 0 |
| (0.050, 0.100] | 0 | 0 | 100 | 0 |
| (0.100, 0.150] | 0 | 0 | 100 | 0 |
| (0.150, 0.200] | 0 | 0 | 100 | 0 |
| (0.200, 0.250] | 0 | 0 | 100 | 0 |
| (0.250, 0.300] | 0 | 0 | 100 | 0 |
| (0.300, 0.350] | 0 | 0 | 100 | 0 |
| (0.350, 0.400] | 0 | 0 | 100 | 0 |
| (0.400, 0.450] | 0 | 0 | 100 | 0 |
| (0.450, 0.500] | 0 | 0 | 100 | 0 |
| (0.500, 0.550] | 0 | 0 | 100 | 0 |
| (0.550, 0.600] | 0 | 0 | 100 | 0 |
| (0.600, 0.650] | 0 | 0 | 100 | 0 |
| (0.650, 0.700] | 0 | 0 | 100 | 0 |
| (0.700, 0.750] | 0 | 0 | 100 | 0 |
| (0.750, 0.800] | 0.57 | 0 | 100 | 1 |
| (0.800, 0.850] | 1.14 | 0.57 | 99.43 | 2 |
| (0.850, 0.900] | 4 | 1.71 | 98.29 | 7 |
| (0.900, 0.950] | 7.43 | 5.71 | 94.29 | 13 |
| (0.950, 1.000] | 86.86 | 13.14 | 86.86 | 152 |
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DPBench reading_order weighted_ARD: mean=1.00 median=1.00 std=0.01
| weighted_ARD | prob [%] | acc [%] | 1-acc [%] | total |
|----------------|------------|-----------|-------------|---------|
| (0.000, 0.050] | 0 | 0 | 100 | 0 |
| (0.050, 0.100] | 0 | 0 | 100 | 0 |
| (0.100, 0.150] | 0 | 0 | 100 | 0 |
| (0.150, 0.200] | 0 | 0 | 100 | 0 |
| (0.200, 0.250] | 0 | 0 | 100 | 0 |
| (0.250, 0.300] | 0 | 0 | 100 | 0 |
| (0.300, 0.350] | 0 | 0 | 100 | 0 |
| (0.350, 0.400] | 0 | 0 | 100 | 0 |
| (0.400, 0.450] | 0 | 0 | 100 | 0 |
| (0.450, 0.500] | 0 | 0 | 100 | 0 |
| (0.500, 0.550] | 0 | 0 | 100 | 0 |
| (0.550, 0.600] | 0 | 0 | 100 | 0 |
| (0.600, 0.650] | 0 | 0 | 100 | 0 |
| (0.650, 0.700] | 0 | 0 | 100 | 0 |
| (0.700, 0.750] | 0 | 0 | 100 | 0 |
| (0.750, 0.800] | 0 | 0 | 100 | 0 |
| (0.800, 0.850] | 0 | 0 | 100 | 0 |
| (0.850, 0.900] | 0 | 0 | 100 | 0 |
| (0.900, 0.950] | 1.71 | 0 | 100 | 3 |
| (0.950, 1.000] | 98.29 | 1.71 | 98.29 | 172 |
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docs/evaluations/Docling-DPBench/evaluation_DPBench_table_structure_TEDS_struct-only.txt
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DPBench table_structure TEDS_struct-only: mean=0.85 median=0.87 std=0.11
| TEDS_struct-only | prob [%] | acc [%] | 1-acc [%] | total |
|--------------------|------------|-----------|-------------|---------|
| (0.000, 0.050] | 0 | 0 | 100 | 0 |
| (0.050, 0.100] | 0 | 0 | 100 | 0 |
| (0.100, 0.150] | 0 | 0 | 100 | 0 |
| (0.150, 0.200] | 0 | 0 | 100 | 0 |
| (0.200, 0.250] | 0 | 0 | 100 | 0 |
| (0.250, 0.300] | 0 | 0 | 100 | 0 |
| (0.300, 0.350] | 0 | 0 | 100 | 0 |
| (0.350, 0.400] | 0 | 0 | 100 | 0 |
| (0.400, 0.450] | 1.96 | 0 | 100 | 1 |
| (0.450, 0.500] | 0 | 1.96 | 98.04 | 0 |
| (0.500, 0.550] | 0 | 1.96 | 98.04 | 0 |
| (0.550, 0.600] | 0 | 1.96 | 98.04 | 0 |
| (0.600, 0.650] | 1.96 | 1.96 | 98.04 | 1 |
| (0.650, 0.700] | 1.96 | 3.92 | 96.08 | 1 |
| (0.700, 0.750] | 7.84 | 5.88 | 94.12 | 4 |
| (0.750, 0.800] | 11.76 | 13.73 | 86.27 | 6 |
| (0.800, 0.850] | 13.73 | 25.49 | 74.51 | 7 |
| (0.850, 0.900] | 33.33 | 39.22 | 60.78 | 17 |
| (0.900, 0.950] | 17.65 | 72.55 | 27.45 | 9 |
| (0.950, 1.000] | 9.8 | 90.2 | 9.8 | 5 |
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DPBench table_structure TEDS_struct-with-text: mean=0.83 median=0.86 std=0.12
| TEDS_struct-with-text | prob [%] | acc [%] | 1-acc [%] | total |
|-------------------------|------------|-----------|-------------|---------|
| (0.000, 0.050] | 0 | 0 | 100 | 0 |
| (0.050, 0.100] | 0 | 0 | 100 | 0 |
| (0.100, 0.150] | 0 | 0 | 100 | 0 |
| (0.150, 0.200] | 0 | 0 | 100 | 0 |
| (0.200, 0.250] | 0 | 0 | 100 | 0 |
| (0.250, 0.300] | 0 | 0 | 100 | 0 |
| (0.300, 0.350] | 0 | 0 | 100 | 0 |
| (0.350, 0.400] | 0 | 0 | 100 | 0 |
| (0.400, 0.450] | 1.96 | 0 | 100 | 1 |
| (0.450, 0.500] | 0 | 1.96 | 98.04 | 0 |
| (0.500, 0.550] | 1.96 | 1.96 | 98.04 | 1 |
| (0.550, 0.600] | 1.96 | 3.92 | 96.08 | 1 |
| (0.600, 0.650] | 1.96 | 5.88 | 94.12 | 1 |
| (0.650, 0.700] | 0 | 7.84 | 92.16 | 0 |
| (0.700, 0.750] | 11.76 | 7.84 | 92.16 | 6 |
| (0.750, 0.800] | 11.76 | 19.61 | 80.39 | 6 |
| (0.800, 0.850] | 13.73 | 31.37 | 68.63 | 7 |
| (0.850, 0.900] | 29.41 | 45.1 | 54.9 | 15 |
| (0.900, 0.950] | 15.69 | 74.51 | 25.49 | 8 |
| (0.950, 1.000] | 9.8 | 90.2 | 9.8 | 5 |