Tool in benchmark · Version 1

Docsumo in Structured Document Extraction

Scenario-level performance from current published Results.

6Passed
0Failed
14No published Result yet

6 of 20 scenarios published

CapabilityScenariosResult
Field Extraction1 pass · 0 fail · 1 of 5 published
Nested & Repeated Fields2 pass · 0 fail · 2 of 4 published
Review and Correction2 pass · 0 fail · 2 of 3 published
Source Grounding1 pass · 0 fail · 1 of 2 published
OCR0 of 2 published
Querying0 of 3 published
Training0 of 1 published
PassedFailedPublished, different test setNo published Result yet

Docsumo passed every graded scenario it has a published Result for.

How Docsumo performed

Open a capability to explore its scenarios. Each row reports the test set in its published Result.

Field Extraction1 pass4 no Result yet
ScenarioPublished outcomesTest coverageResult
The field is absent
1 Pass0 Fail0 Not gradable
1 of 1 test case passed
What happened

Docsumo passed this scenario: it returned an honest null for an absent field instead of inventing a value, and the empty field had no source pointer. In the same run, the receipt number, subtotal, tax, and total stayed correct.

1/1 assessed1/1 gradablePublished test setView Result →
The same field across layoutsNo published result
The value is directly availableNo published result
The value must be derivedNo published result
The value needs a supplied definitionNo published result
Nested & Repeated Fields2 pass2 no Result yet
ScenarioPublished outcomesTest coverageResult
A repeated set of records
1 Pass0 Fail0 Not gradable
1 of 1 test case passed
What happened

Docsumo extracted the invoice’s three line items with the right values attached to each item. It excluded the subtotal, VAT and total rows from the extracted set.

1/1 assessed1/1 gradablePublished test setView Result →
The set is legitimately empty
1 Pass0 Fail0 Not gradable
1 of 1 test case passed
What happened

Docsumo passed this empty-set extraction case. The page said no damage or exceptions were reported, and the extracted table came back with zero rows in both the saved JSON and the Results panel.

1/1 assessed1/1 gradablePublished test setView Result →
The set contains a non-recordNo published result
The set continues across a page breakNo published result
Review and Correction2 pass1 no Result yet
ScenarioPublished outcomesTest coverageResult
Corrected data goes downstream
1 Pass0 Fail0 Not gradable
1 of 1 test case passed
What happened

Docsumo kept the correction in the delivery path for this case. The spreadsheet and JSON export both show the corrected receipt number and matching money fields, while the source receipt shows the earlier number. One observation notes the spreadsheet stores total_due as a float.

1/1 assessed1/1 gradablePublished test setView Result →
Repair a record
1 Pass0 Fail0 Not gradable
1 of 1 test case passed
What happened

Docsumo repaired the record by adding one line item and removing another. After saving, reloading, and reopening, the stored set and the export matched on the new Concrete mixer row, the missing Site fencing row, and the unchanged header and totals.

1/1 assessed1/1 gradablePublished test setView Result →
Correct a field valueNo published result
Source Grounding1 pass1 no Result yet
ScenarioPublished outcomesTest coverageResult
The field is absent
1 Pass0 Fail0 Not gradable
1 of 1 test case passed
What happened

Docsumo passed this scenario: it returned an honest null for an absent field instead of inventing a value, and the empty field had no source pointer. In the same run, the receipt number, subtotal, tax, and total stayed correct.

1/1 assessed1/1 gradablePublished test setView Result →
Trace a value to its locationNo published result
OCR2 no Result yet
ScenarioPublished outcomesTest coverageResult
A cleanly scanned documentNo published result
A document mixing digital and scanned pagesNo published result
Querying3 no Result yet
ScenarioPublished outcomesTest coverageResult
Aggregate across documentsNo published result
Filter records across documentsNo published result
The answer was never in the schemaNo published result
Training1 no Result yet
ScenarioPublished outcomesTest coverageResult
A field the tool can only get right from examplesNo published result

Reading these Results

Published evidence and test coverage answer different questions.

Publication availability

Which scenarios have a Result?

A published Result is public evidence for this tool on one scenario. “No published result” does not say whether testing has taken place.

Test coverage

What does each Result cover?

Assessed includes Pass, Fail and Not gradable. Gradable includes Pass and Fail. Both use the pinned test count in that published Result.

Scenario scope

Out of 19 scenarios

The summary counts each of the 19 scenarios once. A scenario fails when any of its published test cases failed. “No published Result yet” means nothing is public for that scenario; it does not say whether Docsumo was tested on it.

Docsumo in Structured Document Extraction | AI Demos