Document Layout Analysis on M6Doc
69.2mAP@IOU[0.50:0.95]PromptDLA
Evaluation results
| Method | Links | |
|---|---|---|
| PromptDLAModel=DiT2026.03 | 69.2 | |
| DiT + PromptDLAModel=DiT, Enhanced with PromptDLA=true2026.03 | 69.2 | |
| DiT2026.03 | 67.2 | |
| DiTModel=DiT2026.03 | 67.2 | |
| TransDLA2026.03 | 63.8 | |
| TransDLAModel=TransDLA2026.03 | 63.8 | |
| PromptDLAModel=LayoutLMv32026.03 | 61.3 | |
| LayoutLMv3 + PromptDLAModel=LayoutLMv3, Enhanced with PromptDLA=true2026.03 | 61.3 | |
| LayoutLMv32026.03 | 60.5 | |
| LayoutLMv3Model=LayoutLMv32026.03 | 60.5 |