Document Question Answering on DUDE (Accuracy Metrics)
80.7Accuracy (all)GPT-4o-200b-128
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GPT-4o-200b-128Retrieval=Ground-Truth2025.10 | 80.7 | 83 | 63.3 | |
| GPT-4o-200b-128Retrieval=LAD-RAG2025.10 | 72.5 | 74.6 | 54.5 | |
| GPT-4o-200b-128Retrieval=topk-adjusted2025.10 | 72 | 75 | 54.1 | |
| GPT-4o-200b-128Retrieval=retrieving@52025.10 | 70.7 | 73.2 | 53.4 | |
| GPT-4o-200b-128Retrieval=retrieving@102025.10 | 70.6 | 73.2 | 53.5 | |
| InternVL2-8BRetrieval=Ground-Truth2025.10 | 64.1 | 69.7 | 57.4 | |
| InternVL2-8BRetrieval=LAD-RAG2025.10 | 63 | 66.9 | 53.3 | |
| Pixtral-12B-2409Retrieval=Ground-Truth2025.10 | 60.2 | 63.6 | 46.7 | |
| Phi-3.5-Vision-4BRetrieval=LAD-RAG2025.10 | 59.6 | 65.6 | 46.7 | |
| InternVL2-8BRetrieval=topk-adjusted2025.10 | 58.9 | 60.9 | 41.6 | |
| Phi-3.5-Vision-4BRetrieval=topk-adjusted2025.10 | 58.2 | 65.6 | 46.6 | |
| Phi-3.5-Vision-4BRetrieval=Ground-Truth2025.10 | 57.8 | 63.8 | 44.6 | |
| InternVL2-8BRetrieval=retrieving@102025.10 | 57.6 | 59.1 | 35 | |
| Phi-3.5-Vision-4BRetrieval=retrieving@102025.10 | 57.6 | 64.3 | 45 | |
| Phi-3.5-Vision-4BRetrieval=retrieving@52025.10 | 56.2 | 61.5 | 42.2 | |
| InternVL2-8BRetrieval=retrieving@52025.10 | 56 | 56.4 | 36.7 | |
| Pixtral-12B-2409Retrieval=LAD-RAG2025.10 | 54.5 | 57.8 | 43.3 | |
| Pixtral-12B-2409Retrieval=topk-adjusted2025.10 | 53.5 | 57.4 | 42.6 | |
| Pixtral-12B-2409Retrieval=retrieving@102025.10 | 52.9 | 56 | 41.7 | |
| Pixtral-12B-2409Retrieval=retrieving@52025.10 | 51.4 | 51.2 | 41.7 | |
| MiniCPM-Llama3-V2.5-8BRetrieval=All-Pages2025.10 | 19 | 21 | 15 | |
| Idefics2-8BRetrieval=All-Pages2025.10 | 17 | 20.5 | 13 | |
| mPLUG-DocOwl 1.5-8BRetrieval=All-Pages2025.10 | 15 | 18.8 | 11.6 |