Metric: F1 (higher is better)
| # | Model↕ | F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | RORE (GeoLayoutLM) | 87.42 | No | Modeling Layout Reading Order as Ordering Relati... | 2024-09-29 | Code |
| 2 | GeoLayoutLM | 86.18 | No | Rethinking the Evaluation of Pre-trained Text-an... | 2024-02-04 | Code |
| 3 | RORE (LayoutLMv3-large) | 79.33 | No | Modeling Layout Reading Order as Ordering Relati... | 2024-09-29 | Code |
| 4 | LayoutLMv3 (large) | 78.14 | No | LayoutLMv3: Pre-training for Document AI with Un... | 2022-04-18 | Code |
| 5 | LayoutLMv3 (large) | 78.14 | No | LayoutLMv3: Pre-training for Document AI with Un... | 2022-04-18 | Code |
| 6 | RORE (LayoutLMv3-base) | 73.64 | No | Modeling Layout Reading Order as Ordering Relati... | 2024-09-29 | Code |
| 7 | LayoutLMv3 (base) | 67.47 | No | LayoutLMv3: Pre-training for Document AI with Un... | 2022-04-18 | Code |
| 8 | LayoutLMv3 (base) | 67.47 | No | LayoutLMv3: Pre-training for Document AI with Un... | 2022-04-18 | Code |