Document Visual Question Answering on SROIE
96.1ANLSLayTextLLM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LayTextLLMModel Size=Llama2-7B2025.11 | 96.1 | — | |
| DocVALModel Size=12B, Base Model=Gemma3-12B2025.11 | 95.2 | 79.6 | |
| DocVALModel Size=4B, Base Model=Gemma3-4B2025.11 | 93.1 | 71.8 | |
| Gemma3-12BModel Size=12B2025.11 | 92.4 | — | |
| InternVL3.5-14BModel Size=14B2025.11 | 91.6 | — | |
| DLaVAModel Size=Pixtral-12B2025.11 | 91.4 | — | |
| InternVL3.5-8BModel Size=8B2025.11 | 90.8 | — | |
| Llama-3.2-11B-VisionModel Size=11B2025.11 | 90.7 | — | |
| Gemma3-4BModel Size=4B2025.11 | 87.4 | — | |
| Qwen3-VL-8B-ThinkingModel Size=8B2025.11 | 86.3 | — | |
| DocLayLLMModel Size=Llama3-7B2025.11 | 84.3 | — | |
| LayoutLLMModel Size=Vicuna1.5-7B2025.11 | 72.1 | — |