Review and Correction
A human fix reaches the stored record and the systems downstream of it
3 scenarios · 1 current published Result · 1 tool 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
| Participating tool | Correct a field value → | Repair a record → | Corrected data goes downstream → |
|---|---|---|---|
| Nanonets | Correct a field value →No published result | Repair a record →No published result | Corrected data goes downstream → 1 Pass 1/1 assessed1/1 gradableView Result → |
| Datalab | No published result across these scenarios | ||
| Docsumo | No published result across these scenarios | ||
| Extend AI | No published result across these scenarios | ||
| FutureSmart Document Intelligence | No published result across these scenarios | ||
| Landing AI | 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.
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.
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.
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.