Reading Order Accuracy on Armenian Newspaper Layouts Exp. 1 Shuffled GT
0.75Kendall's TauGenerative LLM (Mistral-8B)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Generative LLM (Mistral-8B)Model=Mistral-8B-Instruct-2410, Mode=prompt-only2026.07 | 0.75 | 82 | |
| MLPFeatures=Multi-Layer Perceptron on bounding-box features2026.07 | 0.7 | 68 | |
| GTSDescription=Global Topological Sort2026.07 | 0.35 | 55 | |
| W ded. + LTSDescription=Whitespace deduction + Local Topological Sort2026.07 | 0.25 | 45 | |
| W det. + LTSDetection=YOLO separator detection, Sort=Local Topological Sort2026.07 | 0.22 | 42 | |
| ECLAIRModel=end-to-end OCR/layout model, Backbone=ViT-H + mBART2026.07 | 0.18 | 40 | |
| SD + LTSDetection=Semantic block Detection, Sort=Local Topological Sort2026.07 | 0.14 | 38 | |
| SD + Generative LLM (Mistral-8B)Pipeline=Semantic block Detection + Generative LLM, LLM=Mistral-8B2026.07 | 0.07 | 20 |