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Graded 12 October 2026

Does PDF to Quiz show whether a learner is improving?

PDF to Quiz showed improvement from 53% to 85% while continuing to flag circuit measurement as needing work. Across 2 attempts of 47 questions, it counted 94 answers and reported mean and median scores of 69%, without claiming complete mastery.

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.

Progress agrees with the attempts behind itPassEvidence
What we sent
InputDocument (PDF)
Input PDF: the electric-circuits chapter from Foundation Science 8
Open the PDF ↗
What the tool returned

Mastery score MASTERY SCORE 74% Proficient - 6 points to reach Expert Later attempt score 85% Great work! A few more passes and you'll nail it. AI Quiz Feedback You've made a solid start, and an 85% shows you already understand much of the material. The main area to improve is circuit measurement rules: remember that an ammeter goes in series because it must measure the same current flowing through the lamp, while a voltmeter goes in parallel because it measures the potential difference across a component without significantly changing the circuit. Latest Results: 85% attempt 85 | 47 | 40 | 7 | Multiple Choice | 10/11/2026 Latest Results: 53% attempt 53 | 47 | 25 | 22 | Multiple Choice | 10/11/2026

Transcribed from Proof 1 · Screenshot

Transcribed from Proof 4 · Screenshot

Transcribed from Proof 2 · Screenshot

Expected vs. Found
✓Expected: Progress must agree with the attempts, reflect the improved topic more positively, flag the continuing weakness, and avoid claiming complete mastery.Found: Correct answers rose from 25 to 40 out of 47; parallel-circuit questions ranked among top correct answers, meter errors persisted, and mastery read 74% Proficient.
Supporting proof
Proof 1Screenshot
Screenshot: the mastery rating, attempt counters, and performance statistics
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Proof 2Screenshot
Screenshot: the rising score graph and both attempts’ results
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Proof 3Screenshot
Screenshot: series and parallel questions among strengths, meter-placement questions among persistent errors
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Proof 4Screenshot
Screenshot: the post-quiz score, answer counts, and feedback on circuit measurement
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Proof 5Screen recording
Screen recording: the later quiz attempt, submission, and return to the progress dashboard
Key moments
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Proof 6Screenshot
Screenshot: the series-lamp answers beside an explanation with different voltage values
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Why this result

The later attempt was completed and submitted, so the progress view reflects actual quiz activity. Topic improvement appears indirectly in question lists and rising scores, without a per-topic view, while continuing meter errors remain highlighted without a complete-mastery claim.

Also observed in this test case

Missing voltage digits. For two identical lamps in series on a 3.0 V battery, the review shows 5 V as correct and 0 V as chosen; the explanation gives 1.5 V each. Leading digits are missing.

Same-day attempt order. Latest Results dates both attempts 10/11/2026 without clock times. Their order within that day is supplied by the Results Graph.

Tested by Anshika Gupta · evidence dated 11 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
Not exposed by the hosted product
Surface
Web app
Set up before the run
The learner-facing progress view was to be opened for earlier and later attempts on the Foundation Science 8 electric-circuits quiz, with improved parallel-circuit answers and continuing errors in placing ammeters and voltmeters.
Quiz type
Multiple Choice
Quiz language
English
Quiz length
47 questions
Tested
11 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
CapabilityLearner Progress →
ScenarioThe learner checks whether they are improving →
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
12 November 2026First publishedQuiz Generation v1

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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/the-learner-checks-whether-they-are-improving · 1 pass · 0 fail · coverage 1/1 · graded 2026-10-12

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 · 304 KB
Proof 2 · Screenshot ↗image/png · 277 KB
Proof 3 · Screenshot ↗image/png · 242 KB
Proof 4 · Screenshot ↗image/png · 212 KB
Proof 6 · Screenshot ↗image/png · 248 KB
File fingerprints (SHA-256)

A fingerprint identifies the exact file used for this result.

Input · Document (PDF)220bc6e2dc7e6824ee5bb81ff8f24b17c234c2eb1463835468fdc77a602c3dff
Proof 1 · Screenshotab895c5edbe8751b80cdc272dddb3a299cb04f2035b403cc009633b129b2f4fd
Proof 2 · Screenshot85e1522daaa83b92691c7dbc46aaf4dbc21cb828a0e3f1c3e267af240fbbeb05
Proof 3 · Screenshot8b16fd7b4a9bc7c87245466c1b196cc9cbaba125cc68e642d08b25c9ba871832
Proof 4 · Screenshotf582ec6790f29a4810933bedabe85491c340c9f9a809e2e11f53ed6aa870c046
Proof 5 · Screen recording70e63f3f9aa6a4e0cea0ec54b1c1c1a87a095d9fe3861b4b52fa6ae85dc62cef
Proof 6 · Screenshoteeecb323e06288c0298815670e29b79f50cccc1ffd975dd40bf190dbfe71d9a1