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Graded 16 October 2026

Can PDF to Quiz let a learner take a quiz on their own?

PDF to Quiz let a learner complete an already available quiz on their own and kept one submitted attempt. The learner moved through the quiz, saw no answer or evaluation details before submitting, and the stored result showed 29%, 4 correct, and 10 incorrect.

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.

A learner completes and submits a quiz alonePassEvidence
What we sent
InputDocument (PDF)
Textbook chapter PDF on electric circuits
Open the PDF ↗
What the tool returned

29% Keep going! Every review makes the material stick better. 4 Correct 10 Incorrect 00:00:38 Time Taken Which statement best explains why electric current is not 'used up' while circulating in a closed series loop? Correct Answer: Charge carriers cannot escape the continuous loop or accumulate inside components. Your Answer: Current is converted entirely into mass inside lamps. Explanation: Current is the movement of charge around a continuous loop; charges cannot leak out through ideal conductors or pile up inside components, so the same current flows at all points. The battery does not 'replace' lost current in that sense; it provides energy, not discrete replacement of charge. Current is not converted into mass. Wires do not generate extra charge to make up for losses in ordinary circuits.

Transcribed from Proof 4 · Screenshot

Transcribed from Proof 5 · Screenshot

Every message the tool sent, in order (2)
  1. Final response (message 1 of 2)

    29% Keep going! Every review makes the material stick better. 4 Correct 10 Incorrect 00:00:38 Time Taken

  2. Final response (message 2 of 2)

    Which statement best explains why electric current is not 'used up' while circulating in a closed series loop? Correct Answer: Charge carriers cannot escape the continuous loop or accumulate inside components. Your Answer: Current is converted entirely into mass inside lamps. Explanation: Current is the movement of charge around a continuous loop; charges cannot leak out through ideal conductors or pile up inside components, so the same current flows at all points. The battery does not 'replace' lost current in that sense; it provides energy, not discrete replacement of charge. Current is not converted into mass. Wires do not generate extra charge to make up for losses in ordinary circuits.

Expected vs. Found
✓Expected: The learner can finish the quiz, keep the submitted responses as one attempt, and see answer or evaluation details only after submitting.Found: The learner finished and submitted the quiz, one attempt was stored, and question screens showed no correctness or explanation before submit; review appeared afterward.
Supporting proof
Proof 1Screenshot
Start screen with study mode off
Open original ↗
Proof 2Screen recording
Screen recording of upload, attempt, and result
Key moments
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Proof 3Screenshot
Question screen with one selected answer
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Proof 4Screenshot
Result screen with score and review card
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Proof 5Screenshot
Review list with graded answers and explanations
Open original ↗
Proof 6Screenshot
Dashboard with mastery score and attempt count
Open original ↗
Proof 7Screenshot
Results graph and stored result row
Open original ↗
Why this result

The learner finished and submitted the quiz, the question screens showed no correctness or explanation before submit, and one 14-question attempt remained stored afterward. That matches a pass, not a failure to complete or retain the attempt.

Also observed in this test case

Feedback upsell visible. A feedback upsell appears on the result page while the quiz review still shows the per-question explanation.

Summary panel visible. The quiz page also shows an AI-generated chapter summary, and the performance metrics panel is empty.

Tested by Anshika Gupta · evidence dated 6 October 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
PDF to Quiz
Build or version
N/A — no visible version number found anywhere in the recordings (SaaS web app, no exposed version indicator)
Surface
Web app
Set up before the run
An already valid quiz had to be available in the learner flow. The learner then started it, answered the questions, and submitted it.
Study mode
off
Timed quiz
on
Question count
14
Tested
6 October 2026 · Anshika Gupta

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
BenchmarkQuiz Generation →15 scenarios · 10 tools
CapabilityQuiz Delivery →
ScenarioA learner takes a quiz on their own →
ToolPDF to Quiz →

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
2 November 2026First publishedQuiz Generation 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/quiz-generation/results/pdf-to-quiz/a-learner-takes-a-quiz-on-their-own · 1 pass · 0 fail · coverage 1/1 · graded 2026-10-16

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 · 265 KB
Proof 1 · Screenshot ↗image/png · 81 KB
Proof 3 · Screenshot ↗image/png · 144 KB
Proof 4 · Screenshot ↗image/png · 138 KB
Proof 5 · Screenshot ↗image/png · 254 KB
Proof 6 · Screenshot ↗image/png · 203 KB
Proof 7 · Screenshot ↗image/png · 137 KB
File fingerprints (SHA-256)

A fingerprint identifies the exact file used for this result.

Input · Document (PDF)220bc6e2dc7e6824ee5bb81ff8f24b17c234c2eb1463835468fdc77a602c3dff
Proof 1 · Screenshota371990c728f749d71f67a74edbdcf8868ca79e66a34898b1cf7be8a9616797e
Proof 2 · Screen recordingde05fea8fd208de00288ba3076e65d4a39761fb783de7e409e37dea8c1280f57
Proof 3 · Screenshot404205bd21d4e05bf00f75049f6ddcd81f9e4358a61c1efcfa97c22dbd2983c3
Proof 4 · Screenshot52ab19bb74846eedcf18733ea96d107a65d9d3bac1df8d8f69892e86b5ed64e4
Proof 5 · Screenshota361822f2ee40165afaf3d53d8a8883c27c6d74c7eb3141c0c2b606f33654cdf
Proof 6 · Screenshot2c298c54c51061045922ee2f48fdaab3c61d7010d81d3321930e3c103090ec56
Proof 7 · Screenshotbedf572e4c875cecc94d287ce4a8ad34124859041a12d90e2e58d1fc28b27f4e