Evidence · first-party tested

It concatenated adjacent text inside invoice descriptions, appending the rate-category label directly to the program name instead of preserving clean separation.

⚠ StruggledNanonets →
Input — the actual file we sent
Invoice PDF
A 2-page broadcast advertising invoice PDF with nested header metadata, billing/remit addresses, 8 line items, and a financial summary. Designed to test schema-driven extraction of complex tabular invoice data with page-break continuity and precise monetary fields.
Output — unretouched
tool output
Output — unretouched
tool output
Output — unretouched
tool output
Output — unretouched
tool output
The observation

It concatenated adjacent text inside invoice descriptions, appending the rate-category label directly to the program name instead of preserving clean separation.

Criterion: Extraction Accuracy · Scenario: Invoice PDF (group: financial-document-extraction)
Query this
get_evidence({
  tool: "nanonets",
  scenario: "financial-document-extraction"
})
MCP · mcp.aidemos.com/api/mcp
Free with attribution.
Same input, other tools
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Real outputs, no retouching · every cell queryable via API & MCP · aidemos.com