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Graded 14 October 2026

Can Nanonets extract a plainly labelled value from a document?

Nanonets passed this single-field extraction task. The receipt number appeared once on the document and returned as RHS-70234 in both the preview table and exported JSON; the other returned fields also matched the document.

1 of 1 test case passed

Every test case in this scenario has a result.

Pass rate100%1 of 1 gradable
Coverage1 of 1test case with a result
1PassDid everything it was expected to do.
0FailNo test case failed.
0Not gradableEvery result here could be graded.
0UntestedEvery test case in this scenario has a result.
The pass rate is a summary. The evidence is the test case below: what we sent, what we checked, what the tool returned, and the proof.

The test case

Each test case is judged on its own: Pass, Fail, Not gradable, or Untested. The scenario result above is based on this test case.

Plainly-labelled scalar fieldPassEvidence
What we sent

“Extract the following fields from this document and return the result as JSON: receipt_number, subtotal, tax, total_due.”

InputDocument (PDF)
Input PDF with the receipt number
Open the PDF ↗
What the tool returned
Output file (JSON)
Exported JSON with the extracted value
Cited values1 value from this file
receipt_number
RHS-70234
Show the whole file (1 KB)
JSON
{
  "receipt_number": "RHS-70234",
  "subtotal": "$85.00",
  "tax": "$5.10",
  "total_due": "$90.10"
}
Open the JSON file ↗
Expected vs. Found
✓Expected: The value, correctly typed.Found: RHS-70234 is returned as a string and matches the receipt number on the document.
Supporting proof
Proof 1Screenshot
Product screenshot with preview and table
Open original ↗
Why this result

This case grades the receipt number alone, even though the request asked for four fields. The document labels that value once, and the product returned RHS-70234 in both the preview table and the export.

Also observed in this test case

Other fields matched. The other returned fields also matched the document.

Extraction timing. The product reported an extraction time of 5.5 s.

Tested by Rugved Nichite · evidence dated 10 September 2026

Configuration and setup

How this tool was set up for the run and what the test needed in place. Each row is a fact from the run's records; a fact the records do not hold is left out, not guessed.

Software that produced the output
Nanonets
Build or version
Nanonets Agents web app; Default Agent v1, extraction model nanonets-flash
Plan or tier
Free plan (50 lifetime credits)
Surface
Web app
Set up before the run
The receipt field had to appear once with a clear label and no nearby competing value, and the task asked for one plainly labelled scalar field.
Tested
10 September 2026 · Rugved Nichite

How this scenario is graded

How we decide Pass, Fail and Not gradable. The same rules apply to every tool tested on this scenario.

How results are decided

Each test case gets one result per tool: Pass, Fail or Not gradable. A test case we haven't run yet shows Untested. There are no partial results.

The rules
  • Pass: the tool did everything the test expected, and nothing it said contradicts the correct answer.
  • Fail: at least one expected behaviour clearly didn't happen; the test case's result says which one and quotes the tool.
  • Not gradable: our evidence couldn't settle the outcome (for example a record we needed is missing). It is never counted as a fail, and the test case's result says what's missing.

Where this sits in the benchmark

This page is one cell of a larger study: one tool, one scenario. Only this benchmark's frame appears here.

LevelNameScope
BenchmarkStructured Document Extraction →19 scenarios · 10 tools
CapabilityField Extraction →
ScenarioThe value is directly available →
ToolNanonets →

History of this result

What has happened to this result since it was first published. Runs and grades are never overwritten: a retest or a re-grade publishes a new result and keeps the earlier one readable.

from the publication record
3 November 2026First publishedStructured Document Extraction v1

Act on this result

Nothing filed here edits the run or the grade. A challenge opens a review, and a review can produce a new run or a re-grade — which becomes the current result and leaves this one in the history.

This matches what I see

You run the same kind of test against your own setup and get the same behaviour.

Agree →
This does not match

Yours behaves differently. Tell us what you got, with a screenshot if you have one.

Disagree →
Point out an issue

Something here is wrong — a reference value, a transcription, a grade.

Report an issue →
Request a retest

On a newer build, a larger dataset, or your own setup.

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We have fixed this

Tell us what changed and we schedule a rerun of the failing test case. The old result stays as history.

Vendor notice →
Filed against this evidenceNothing yet. Challenges, counter-evidence and fix notices appear here with their outcome, and stay on the page after they are resolved.
Cite this result
aidemos.com/benchmarks/structured-document-extraction/results/nanonets/the-value-is-directly-available · 1 pass · 0 fail · coverage 1/1 · graded 2026-10-14

The same record is available as structured data through the AI Demos MCP server, with the counts, the coverage and every per-test-case reason carried as fields.

Verify the proof files

These files support this result. Open a file to inspect the original evidence.

Input · Document (PDF) ↗application/pdf · 7 KB
Proof 1 · Screenshot ↗image/png · 152 KB
Output file (JSON) ↗application/json · 0 KB
File fingerprints (SHA-256)

A fingerprint identifies the exact file used for this result.

Input · Document (PDF)1f464ae863aadb1682805b8ee3fdd8b368a2ddd4e0f602e1cb194640b9253302
Proof 1 · Screenshotf83b988d4a6b4c3ef7dca496920705ffeff5020ac671a2c5e8dd9991ddc0184e
Output file (JSON)3eb99d9a5709b9a1a23516b30428038942da8ceec0fbb04a992e1d5512d70df5