Question Answering on SimpleQA (Recall, Accuracy)
75.1AccuracyPIXELRAG
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PIXELRAGReader=Qwen3-VL-4B, Top-k=3, Retrieval Category=Pixel-based retrieval2026.06 | 75.1 | 83.1 | |
| PIXELRAG (base)Reader=Qwen3-VL-4B, Top-k=3, Retrieval Category=Pixel-based retrieval2026.06 | 70.3 | 79.9 | |
| TrafilaturaReader=Qwen3-VL-4B, Top-k=3, Retrieval Category=Text-based retrieval2026.06 | 69 | 79.3 | |
| mwparserfromhellReader=Qwen3-VL-4B, Top-k=3, Retrieval Category=Text-based retrieval2026.06 | 58.4 | 72.9 | |
| No retrievalReader=Qwen3-VL-4B, Top-k=3, Retrieval Category=None2026.06 | 6.4 | — |