Table Recognition
Table recognition refers to the process of automatically identifying and extracting tabular structures from unstructured data sources such as text documents, images, or scanned documents. The goal of table recognition is to accurately detect the presence of tables within the data and extract their contents, including rows, columns, headers, and cell values.
Papers
Showing 21–30 of 50 papers
All datasetsPubTabNetTable Recognition Challenge mini-testTable Recognition Challenge testICDAR2013 table structure recognitionWTW
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | TSRFormer | TEDS-Struct | 97.5 | — | Unverified |
| 2 | RTSR | TEDS-Struct | 97 | — | Unverified |
| 3 | MuTabNet | TEDS (all samples) | 96.87 | — | Unverified |
| 4 | TableMaster | TEDS (all samples) | 96.76 | — | Unverified |
| 5 | Multi-Task Learning Model | TEDS (all samples) | 96.67 | — | Unverified |
| 6 | ConvStem | TEDS (all samples) | 96.53 | — | Unverified |
| 7 | SLANet | TEDS (all samples) | 96.3 | — | Unverified |
| 8 | TRUST | TEDS (all samples) | 96.2 | — | Unverified |
| 9 | NCGM | TEDS (all samples) | 95.4 | — | Unverified |
| 10 | LGPMA | TEDS (all samples) | 94.6 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Re0 | TEDS (all samples) | 95.66 | — | Unverified |
| 2 | VCGroup | TEDS (all samples) | 95.04 | — | Unverified |
| 3 | Habitat-Web | TEDS (all samples) | 89.97 | — | Unverified |
| 4 | EDD | TEDS (all samples) | 89.97 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Habitat-Web | TEDS (all samples) | 89.18 | — | Unverified |
| 2 | EDD | TEDS (all samples) | 89.18 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Proposed System (With post- processing) | F-Measure | 95.46 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | StrucTexTv2 (small) | F1 | 78.9 | — | Unverified |