Metric: TEDS (all samples) (higher is better)
| # | Model↕ | TEDS (all samples)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MuTabNet | 96.87 | No | Multi-Cell Decoder and Mutual Learning for Table... | 2024-04-20 | Code |
| 2 | TableMaster | 96.76 | No | PingAn-VCGroup's Solution for ICDAR 2021 Competi... | 2021-05-05 | Code |
| 3 | Multi-Task Learning Model | 96.67 | No | An End-to-End Multi-Task Learning Model for Imag... | 2023-03-15 | Code |
| 4 | ConvStem | 96.53 | No | High-Performance Transformers for Table Structur... | 2023-11-09 | Code |
| 5 | SLANet | 96.3 | No | PP-StructureV2: A Stronger Document Analysis Sys... | 2022-10-11 | Code |
| 6 | TRUST | 96.2 | No | TRUST: An Accurate and End-to-End Table structur... | 2022-08-31 | - |
| 7 | NCGM | 95.4 | No | Neural Collaborative Graph Machines for Table St... | 2021-11-26 | - |
| 8 | LGPMA | 94.6 | No | LGPMA: Complicated Table Structure Recognition w... | 2021-05-13 | Code |
| 9 | SEM | 93.7 | No | Split, embed and merge: An accurate table struct... | 2021-07-12 | - |
| 10 | TabStruct-Net | 90.1 | No | Table Structure Recognition using Top-Down and B... | 2020-10-09 | Code |
| 11 | EDD | 88.3 | No | Image-based table recognition: data, model, and ... | 2019-11-25 | Code |