Document Layout Analysis on DocLayNet (mAP@0.5:0.95)
78.7mAP@0.5:0.95PromptDLA
Evaluation Results
| Method | Links | |
|---|---|---|
| PromptDLAModel=DiT2026.03 | 78.7 | |
| DiT + PromptDLAModel=DiT, Enhanced with PromptDLA=true2026.03 | 78.7 | |
| SwinDocSegmenter2026.03 | 76.9 | |
| SwinDocSegmenterModel=SwinDocSegmenter2026.03 | 76.9 | |
| PromptDLAModel=LayoutLMv32026.03 | 76.4 | |
| DiT2026.03 | 76.4 | |
| LayoutLMv3 + PromptDLAModel=LayoutLMv3, Enhanced with PromptDLA=true2026.03 | 76.4 | |
| DiTModel=DiT2026.03 | 76.4 | |
| LayoutLMv32026.03 | 75.7 | |
| LayoutLMv3Model=LayoutLMv32026.03 | 75.7 | |
| TransDLA2026.03 | 72.3 | |
| TransDLAModel=TransDLA2026.03 | 72.3 |