Scenario in benchmark · Version 1
The retrieved material doesn't support an answer
Retrieved material is related to the topic but does not support an answer.
How the tools performed
Every in-scope tool is visible. Outcomes come from current published Results for this scenario and benchmark version.
No published results for this scenario yet.
No published result does not tell you whether a tool has been tested. Test coverage is shown only for comparable published Results.
| Tool | Published outcomes | Test coverage | Result |
|---|---|---|---|
| No published result · alphabetical | |||
| Denser AI | — | — | No published result |
| Dify | — | — | No published result |
| FutureSmart Document Intelligence | — | — | No published result |
| Llama Cloud | — | — | No published result |
| Onyx | — | — | No published result |
| Vectara | — | — | No published result |
| Vectorize.io | — | — | No published result |
Assessed = Pass + Fail + Not gradable. Gradable = Pass + Fail. Both use the published Result’s pinned-test denominator. — means not publicly available.
Test design
- Pinned test cases
- 1
- Disclosure
- 0 public · 1 withheld
- Capabilities exercised here
- Grounded Generation
What this scenario evaluates
- Whether the response withholds a direct answer when the retrieved material is insufficient.
- Whether the response avoids presenting related material as if it supports the conclusion.
- Whether the response indicates that the retrieved material does not answer the question, rather than overclaiming confidence.
Exact wording, inputs, fixture state, expected output and detailed grading remain at the test-case level and may be withheld while the benchmark version is active. The scenario and its evaluation intent are public.
How the results are graded
- Pass: the test-case expectations hold.
- Fail: an expectation demonstrably does not hold.
- Not gradable: the evidence cannot establish the outcome.
Version 1 uses test-case expectations; no scenario rubric is pinned.
Benchmark methodology →