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feat: Add Table structure evaluations for TEDS #94

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merged 4 commits into from
Aug 28, 2025
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feat: Add Table structure evaluations for TEDS #94

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625a559
Add Table structure evaluations for TEDS
praveenmidde May 8, 2025
6049316
Rename the field to structure_only_evaluation
praveenmidde May 8, 2025
d2c42fd
Review comment - new structure_only_evaluations in DatasetTableEvalua…
praveenmidde May 12, 2025
4c2ed25
Rename field to 'table_structure_evaluations'
praveenmidde Jun 5, 2025
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4 changes: 4 additions & 0 deletions docling_eval/evaluators/table_evaluator.py
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Original file line number Diff line number Diff line change
Expand Up @@ -32,6 +32,7 @@ class TableEvaluation(UnitEvaluation):
table_id: int = -1
TEDS: float
is_complex: bool = False
structure_only_evaluation: bool = False

true_ncols: int = -1
pred_ncols: int = -1
Expand All @@ -42,6 +43,7 @@ class TableEvaluation(UnitEvaluation):

class DatasetTableEvaluation(DatasetEvaluation):
evaluations: List[TableEvaluation]
table_structure_evaluations: List[TableEvaluation]

TEDS: DatasetStatistics
TEDS_struct: DatasetStatistics
Expand Down Expand Up @@ -228,6 +230,7 @@ def __call__(
evaluated_samples=len(table_evaluations),
rejected_samples=rejected_samples,
evaluations=table_evaluations,
table_structure_evaluations=table_struct_evaluations,
TEDS=compute_stats(teds_all),
TEDS_struct=compute_stats(teds_struct),
TEDS_simple=compute_stats(teds_simple),
Expand Down Expand Up @@ -297,6 +300,7 @@ def _evaluate_tables_in_documents(
pred_ncols=pred_table.data.num_cols,
true_nrows=true_table.data.num_rows,
pred_nrows=pred_table.data.num_rows,
structure_only_evaluation=structure_only,
)
table_evaluations.append(table_evaluation)
except Exception:
Expand Down