Reading Order Detection on ROOR
Metric: Segment-level F1 (higher is better)
Metric: Segment-level F1 (higher is better)
| # | Model↕ | Segment-level F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | LayoutLMv3-GlobalPointer (large) | 82.38 | No | Modeling Layout Reading Order as Ordering Relati... | 2024-09-29 | Code |
| 2 | LayoutLMv3-GlobalPointer (base) | 68.6 | No | Modeling Layout Reading Order as Ordering Relati... | 2024-09-29 | Code |
| 3 | TPP (LayoutLMv3-base) | 42.96 | No | Reading Order Matters: Information Extraction fr... | 2023-10-17 | Code |
| 4 | LayoutReader | 9.44 | No | LayoutReader: Pre-training of Text and Layout fo... | 2021-08-26 | Code |