Real ChatGPT answer · index seedo3Ow7xcSgCkcompleteB2B software · AI and automation toolsinformational
What python libraries or cloud APIs currently provide the highest accuracy for extracting tables from messy PDF reports today?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What python libraries or cloud APIs currently provide the highest accuracy for extracting tables from messy PDF reports today?
2 real searches · 1 real-search pass
2026 best PDF table extraction accuracy benchmark libraries cloud APIs Azure Document Intelligence Google Document AI AWS Textract LlamaParse Docling PaddleOCR table recognitionGoogle ↗
OBSERVEDComparison
PDF table extraction benchmark complex tables merged cells scanned documents PubTables-1M OmniDocBench 2025 2026Google ↗
OBSERVEDInstruction
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
2026 best PDF table extraction accuracy benchmark libraries cloud APIs Azure Document Intelligence Google Document AI AWS Textract LlamaParse Docling PaddleOCR table recognition Google ↗
PDF table extraction benchmark complex tables merged cells scanned documents PubTables-1M OmniDocBench 2025 2026 Google ↗
- GitHub · github.com
- GitHub · github.com
- GitHub · github.com
- GitHub · github.com
- GitHub · github.com
- GitHub · github.com
- Process documents with Gemini layout parser | Document AI | Google Cloud Documentation · docs.cloud.google.com
- Processor list | Document AI | Google Cloud Documentation · docs.cloud.google.com
- Document layout analysis - Document Intelligence - Foundry Tools · learn.microsoft.com
- Document layout analysis - Document Intelligence - Foundry Tools · learn.microsoft.com
- AnalyzeDocument · docs.aws.amazon.com
- Tables · docs.aws.amazon.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 best PDF table extraction accuracy benchmark libraries cloud APIs Azure Document Intelligence Google Document AI AWS Textract LlamaParse Docling PaddleOCR table recognition OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
PDF table extraction benchmark complex tables merged cells scanned documents PubTables-1M OmniDocBench 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |