PubTabNet
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Table Recognition | PubTabNet (test) | TEDS (Simple)98.28 | 76 | |
| Table Structure Recognition | PubTabNet (val) | TEDS (Simple)98.34 | 39 | |
| Table Structure Recognition | PubTabNet | S-TEDS98.22 | 37 | |
| Table Recognition | PubTabNet | Overall Score91.4 | 14 | |
| Table Structure Recognition | PubTabNet All 1.0 (test) | TEDS96.75 | 7 | |
| Logical table structure recognition | PubTabNet | TEDS95.4 | 7 | |
| Table Structure Recognition | PubTabNet Complex 1.0 (test) | TEDS95 | 6 | |
| Table Structure Recognition | PubTabNet Simple 1.0 (test) | TEDS98.5 | 6 | |
| Cell content bounding-box detection | PubTabNet (val) | AP@5096.5 | 5 | |
| Content Bounding Box Detection | PubTabNet (test) | AP5094.8 | 3 | |
| Table Extraction | PubTabNet n=500 (val) | Row Accuracy59.6 | 1 |
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