Document Layout Analysis on D4LA (mAP@0.5:0.95)
69.1mAP@0.5:0.95DiT + PromptDLA
Evaluation Results
| Method | Links | |
|---|---|---|
| DiT + PromptDLAModel=DiT, Enhanced with PromptDLA=true2026.03 | 69.1 | |
| VGTModel=VGT2026.03 | 68.8 | |
| DiTModel=DiT2026.03 | 67.7 | |
| LayoutLMv3 + PromptDLAModel=LayoutLMv3, Enhanced with PromptDLA=true2026.03 | 63.1 | |
| LayoutLMv3Model=LayoutLMv32026.03 | 62.6 |