Evidence · first-party tested

The GPA matcher can miss an 8.7/10 CGPA and leave the date row carrying the education text instead of the GPA value.

✗ Failed🧾 artifact-verifiedOpenResume
Input — the actual file we sent
Multi-column sidebar resume — Priya Sharma
A two-column/sidebar PDF resume for candidate Priya Sharma with mixed reading order and a split header. It is designed to test layout-aware parsing and extraction from sidebar content.
Output — unretouched
tool output
The observation

The GPA matcher can miss an 8.7/10 CGPA and leave the date row carrying the education text instead of the GPA value.

Criterion: Accuracy · Scenario: Multi-column sidebar resume — Priya Sharma (group: resume-parsing-benchmark)
Query this
get_evidence({
  tool: "openresume",
  scenario: "resume-parsing-benchmark"
})
MCP · mcp.aidemos.com/api/mcp
Free with attribution.
Real outputs, no retouching · every cell queryable via API & MCP · aidemos.com