---
license: apache-2.0
pretty_name: Table Recognition Benchmark (176,810 crops; native-page benchmarks separated)
tags: [table-recognition, table-structure-recognition, ocr, teds, paddleocr-vl]
configs:
- config_name: default
  data_files:
  - split: test
    path: "shard_*.parquet"
---

# Canonical table-crop evaluation

**176,810 table crops in 64 pixel-balanced shards.** Evaluation only.

OmniDocBench 1.5, OmniDocBench 1.6 and CC-OCR have been physically removed from these shards. Their full-page evaluation, together with Real5, lives in the separate [whole-page dataset](https://huggingface.co/datasets/CheneyWong/table_recognition_eval_fullpage). Real5 was never part of this crop pack. TabRecSet zh/en and audited invalid annotations are excluded.

Original encoded images are unchanged. Shards are rebuilt using LPT by `width * height`, not by row count. `release_audit.json` records per-source exclusions, GT patches, shard counts, pixel loads and SHA256.

Existing schema is preserved (`bytes`, `source`, `benchmark`, `sample_id`, `rows`, `cols`, `otsl`, `html`, `resolution`, `width`, `height`, `structure_only`, `otsl_prev`, `otsl_changed`). Additional columns: `canonical_sample_id` retains the pre-repack `shard#rowgroup#row` identity; `image_sha256` verifies original bytes; `gt_repair_provenance` identifies an audited GT override when applied.

Do not join legacy results using the new physical row positions or empty upstream `sample_id` values. Use `canonical_sample_id` to recover the original pack identity. No model inference or scoring was rerun for this release.

TEDS-S is primary. For GT without cell text, report TEDS as N/A and score structure only. The original historical README and Git history retain the previous 184,074-row release description. Auxiliary legacy files outside `shard_*.parquet` are not part of the default test split.

| Source | Crops |
|---|---:|
| fintabnet | 10,397 |
| hitab | 3,461 |
| mmsci | 12,129 |
| ocrbenchv2 | 158 |
| pubtables1m | 93,834 |
| pubtablesv2 | 7,680 |
| pubtabnet_icdar21 | 9,064 |
| scitsr | 3,000 |
| sprint_mustard | 1,429 |
| synthtabnet | 29,799 |
| tablet | 909 |
| tableverse | 4,950 |

## PaddleOCR-VL-1.6 baseline evaluation JSON

[paddleocrvl1.6_eval.json](./paddleocrvl1.6_eval.json) is the single aggregate baseline JSON for this track. Historical base inference covered the former 184,074-row release. Current 176,810-row scores remain null until the repaired-GT evaluation completes; historical metrics are explicitly separated under `historical_evaluation` and have no verified current-GT binding. 

See [EVALUATION.md](./EVALUATION.md) for both entry scripts, commands, scope, completion status and environments. Parquet image/GT bytes are unchanged by this update.