PubTables-1M

Large benchmark for table detection, structure recognition, and functional analysis in scientific documents.

2rows
average_precisionprimary metric
2026-05-27sampled

Metadata

ID
pubtables_1m
Category
Document Understanding
Release
Unknown

Metrics

Average Precision, AP50, AP75, Average Recall, GriTS Topology, GriTS Content, GriTS Location, Content Accuracy

Latest Results

Rows are imported from the official Table Transformer README evaluation metrics tables. Primary score is average precision.

Rank Subject Average Precision Model Match Provenance Sampled
1 DETR R18 (table detection) 0.97 — Imported 2026-05-27
2 TATR-v1.0 (table structure recognition) 0.902 — Imported 2026-05-27