Capability in benchmark · Version 1

Nested & Repeated Fields

Returns repeated sets of records completely, with each value under the right record: none dropped, none invented, none cross-bound

Structured Document Extraction →Read the global definition →

4 scenarios · 9 current published Results · 4 tools with published Results

How the tools performed

Explore current published Results across this capability’s scenarios. Open a scenario to compare its tools, or a Result to inspect the evidence.

Each cell reports its own published test set. There is no combined capability score or claim that different Results used identical tests.

Scenarios in this capability

Tools with published Results appear first, alphabetically. Remaining participants stay visible below.
Participating tool	A repeated set of records →	The set continues across a page break →	The set contains a non-record →	The set is legitimately empty →
Extend AI	A repeated set of records →No published result	The set continues across a page break →No published result	The set contains a non-record →No published result	The set is legitimately empty → 1 Pass 1/1 assessed1/1 gradableView Result →
FutureSmart Document Intelligence	A repeated set of records → 1 Pass 1/1 assessed1/1 gradableView Result →	The set continues across a page break → 1 Pass 1/1 assessed1/1 gradableView Result →	The set contains a non-record →No published result	The set is legitimately empty → 1 Pass 1/1 assessed1/1 gradableView Result →
Landing AI	A repeated set of records → 1 Pass 1/1 assessed1/1 gradableView Result →	The set continues across a page break → 1 Pass 1/1 assessed1/1 gradableView Result →	The set contains a non-record → 1 Pass 1/1 assessed1/1 gradableView Result →	The set is legitimately empty → 1 Pass 1/1 assessed1/1 gradableView Result →
Nanonets	A repeated set of records →No published result	The set continues across a page break → 1 Pass 1/1 assessed1/1 gradableView Result →	The set contains a non-record →No published result	The set is legitimately empty →No published result
Datalab	No published result across these scenarios
Docsumo	No published result across these scenarios
LlamaParse	No published result across these scenarios
Reducto	No published result across these scenarios
Retab	No published result across these scenarios
Unstract	No published result across these scenarios

Reading the comparison

Publication availability and test coverage describe different things.

Published evidence

Publication is not testing progress

“No published result” says only that there is no current public Result. It does not indicate whether a tool has been tested, passed, failed or is applicable.

Test coverage

Read each Result’s test set

Assessed includes Pass, Fail and Not gradable. Gradable includes Pass and Fail. Each fraction uses the pinned tests in that same published Result.

Go deeper

Choose the view you need

A scenario compares tools on one situation. A tool page follows one tool across this benchmark. A Result explains the outcome and shows the evidence.

Benchmark methodology & resources →