PubTables
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Table Structure Recognition | PubTables-1M | GriTS Top Score99.51 | 20 | |
| Page-level Table Extraction | PubTables Single Pages v2 | GriTS (Top)96.65 | 14 | |
| Table Extraction | PubTables Single Pages v2 (test) | Throughput (Pages/hr)52,031 | 9 | |
| Multi-page Table Extraction | PubTables Full Documents multi-page tables v2 (test) | GriTS Top93.65 | 7 | |
| Caption Text Content Accuracy | PubTables Single Pages v2 (test) | F1 Score97.89 | 7 | |
| Active Learning for Cascaded Table Extraction | PubTables-1M | AUC71.99 | 6 | |
| Table Structure Recognition | PubTables cropped tables collection v2 | GriTS Top98.03 | 6 | |
| Page-level Table Extraction | PubTables page-level table extraction v2 | GriTS (Top)96.04 | 5 | |
| Object Detection | PubTables (raw data) | mAP98.9 | 3 | |
| Cross-page table continuation classification | PubTables v2 | Recall99.5 | 2 | |
| Table Structure Recognition and Functional Analysis | PubTables-1M (test) | AP91.2 | 2 | |
| Table Detection | PubTables-1M (test) | AP96.6 | 2 |
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